百晓学者学者目录

刘知远

教授，清华大学

精选作品

期刊论文

2026

Hybrid Linear Attention Done Right: Efficient Distillation and Effective Architectures for Extremely Long Contexts

Yingfa Chen, Z. Thai, Zi-Han Zhou, Zhu Zhang, Xing-Yu Shen, Shuo Wang, Chao-Jun Xiao, Xu Han, Zhiyuan Liu

arXiv.org

DOI

2026

UniSVQ: 2-bit Unified Scalar-Vector Quantization

Hao-Yu Wang, Hai-Yan Zhao, Xingyu Yu, Zhangyan Yao, Xu Han, Zhiyuan Liu, Mao-Song Sun

arXiv.org

DOI

2026

Spava: Accelerating Long-Video Understanding via Sequence-Parallelism-aware Approximate Attention

Yu-Xiang Huang, Mingye Li, Xu Han, Chao-Jun Xiao, Weilin Zhao, Ao Sun, Ziqing Yuan, Hao Zhou, Fan-Dong Meng, Zhiyuan Liu

Annual Meeting of the Association for Computational Linguistics

DOI

2026

Rethinking the Role of Efficient Attention in Hybrid Architectures

Zi-Qing Qiao, Yinuo Xu, Chao-Jun Xiao, Zhou Su, Zi-Han Zhou, Yingfa Chen, Xiaoyue Xu, Xu Han, Zhiyuan Liu

arXiv.org

DOI

2026

Test-Time Deep Thinking to Explore Implicit Rules

Wentong Chen, Xin Cong, Zhong Zhang, Yaxi Lu, Siyuan Zhao, Yesai Wu, Qinyu Luo, Haotian Chen, Yankai Lin, Zhiyuan Liu, Maosong Sun

ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)

DOI

2026

AutoReproduce: Automatic AI Experiment Reproduction with Paper Lineage

Xuanle Zhao, Zilin Sang, Yuxuan Li, Qi Wu Shi, Weilun Zhao, Shuo Wang, Duzhen Zhang, Han Xu, Zhiyuan Liu, Maosong Sun

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2026

NaVLM-PVC: Progressive Visual Compression for Efficient Native-Resolution Encoding in MLLMs

Shichu Sun, Yichen Zhang, Haolin Song, Zonghao Guo, Chi Chen, Yidan Zhang, Yuan Yao, Zhiyuan Liu, Maosong Sun

Lecture notes in computer science

DOI

2025

深思考时代——深思考模型与强化学习

丁宁，刘知远

《计算》

2025

“AI传授AI”：清华大学生成式人工智能赋能教学的探索

于济凡，郝展欣，刘知远，刘惠琴，张羽

《复旦教育论坛》

DOI

2025

BlockFFN: Towards End-Side Acceleration-Friendly Mixture-of-Experts with Chunk-Level Activation Sparsity

Chenyang Song, Weilin Zhao, Xu Han, Chao-Jun Xiao, Yingfa Chen, Yuxuan Li, Zhiyuan Liu, Maosong Sun

arXiv.org

DOI

2025

NOSA: Native and Offloadable Sparse Attention

Yu-Xiang Huang, Peng-Jie Wang, Ji-Cheng Han, Weilin Zhao, Zhou Su, Ao Sun, Hongya Lyu, Hengyu Zhao, Yudong Wang, Chao-Jun Xiao, Xu Han, Zhiyuan Liu

arXiv.org

DOI

2025

AutoClean: LLMs Can Prepare Their Training Corpus

Xing-Yu Shen, Sheng-Ding Hu, Xinrong Zhang, Xu Han, Xiao-Jun Meng, Jian-Sheng Wei, Zhiyuan Liu, Maosong Sun

North American Chapter of the Association for Computational Linguistics

DOI

2025

Cost-Optimal Grouped-Query Attention for Long-Context Modeling

Yingfa Chen, Yutong Wu, Chenyang Song, Z. Thai, Xing-Yu Shen, Xu Han, Zhiyuan Liu, Maosong Sun

Conference on Empirical Methods in Natural Language Processing

DOI

2025

FR-Spec: Accelerating Large-Vocabulary Language Models via Frequency-Ranked Speculative Sampling

Weilin Zhao, Teng-Yu Pan, Xu Han, Yudi Zhang, Sun Ao, Yu-Xiang Huang, Kaihuo Zhang, Wei-Lun Zhao, Yuxuan Li, Jie Zhou, Hao Zhou, Jianyong Wang, Maosong Sun, Zhiyuan Liu

Annual Meeting of the Association for Computational Linguistics

DOI

2025

BurstEngine: An efficient distributed framework for training transformers On extremely Long sequences of over 1M tokens

Ao Sun, Weilin Zhao, Xu Han, Cheng Yang, Zhiyuan Liu, Chuan Shi, Maosong Sun

International Conference on Software Composition

DOI

2025

StateX: Enhancing RNN Recall via Post-training State Expansion

Xing-Yu Shen, Yingfa Chen, Z. Thai, Xu Han, Zhiyuan Liu, Maosong Sun

Annual Meeting of the Association for Computational Linguistics

DOI

2025

Optimal RoPE extension via Bayesian Optimization for training-free length generalization

Xinrong Zhang, Sheng-Ding Hu, Weilin Zhao, Huadong Wang, Xu Han, Chaoqun He, Guoyang Zeng, Zhiyuan Liu, Maosong Sun

AI Open

DOI

2025

InfLLM-V2: Dense-Sparse Switchable Attention for Seamless Short-to-Long Adaptation

Weilin Zhao, Zi-Han Zhou, Zhou Su, Chao-Jun Xiao, Yuxuan Li, Yang-Hao Li, Yudi Zhang, Wei-Lun Zhao, Zhen Li, Yu-Xiang Huang, Ao Sun, Xu Han, Zhiyuan Liu

arXiv.org

DOI

2025

AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs

Sha Li, Zefan Wang, Ye He, Yuxuan Li, Qi Shi, Jianling Li, Yong-Gang Hu, Wanxiang Che, Xu Han, Zhiyuan Liu, Maosong Sun

arXiv.org

DOI

2025

TritonBench: Benchmarking Large Language Model Capabilities for Generating Triton Operators

Jianling Li, Sha Li, Zhenye Gao, Qi Shi, Yuxuan Li, Zefan Wang, Jia-Cheng Huang, WangHaojie WangHaojie, Jianrong Wang, Xu Han, Zhiyuan Liu, Maosong Sun

Annual Meeting of the Association for Computational Linguistics

DOI

2025

APB: Accelerating Distributed Long-Context Inference by Passing Compressed Context Blocks across GPUs

Yu-Xiang Huang, Mingye Li, Xu Han, Chao-Jun Xiao, Weilin Zhao, Sun Ao, Hao Zhou, Jie Zhou, Zhiyuan Liu, Maosong Sun

Annual Meeting of the Association for Computational Linguistics

DOI

2025

Pathogen stress heightens sensorimotor dimensions in the human collective semantic space

Ze Fu, Hui-Min Chen, Zhan Liu, Maosong Sun, Zhiyuan Liu, Y. Bi

Communications Psychology

DOI

2025

EduCraft: A System for Generating Pedagogical Lecture Scripts from Long-Context Multimodal Presentations

Yucheng Wang, Jifan Yu, Daniel Zhang-Li, Joy Jia Yin Lim, Shangqing Tu, Haoxuan Li, Zhiyuan Liu, Huiqin Liu, Lei Hou, Juanzi Li, Bin Xu

ACM International Conference on Information and Knowledge Management (CIKM)

DOI

2025

LongWriter-V: Enabling Ultra-Long and High-Fidelity Generation in Vision-Language Models

Shangqing Tu, Yucheng Wang, Daniel Zhang-Li, Yushi Bai, Jifan Yu, Yuhao Wu, Lei Hou, Huiqin Liu, Zhiyuan Liu, Bin Xu, Juanzi Li

ACM International Conference on Multimedia (ACM MM)

DOI

2025

Efficient GPT-4V level multimodal large language model for deployment on edge devices

Yuan Yao, Tianyu Yu, Ao Zhang, Chongyi Wang, Junbo Cui, Hongji Zhu, Tianchi Cai, Chi Chen, Haoyu Li, Weilin Zhao, Zhihui He, Qianyu Chen, Ronghua Zhou, Zhensheng Zou, Haoye Zhang, Shengding Hu, Zhi Zheng, Jie Zhou, Jie Cai, Han Xu, Guoyang Zeng, Dahai Li, Zhiyuan Liu, Maosong Sun

Nature Communications

DOI

2025

RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness

Tianyu Yu, Haoye Zhang, Qiming Li, Qixin Xu, Yuan Yao, Da Chen, Xiaoman Lu, Ganqu Cui, Yunkai Dang, Taiwen He, Xiaocheng Feng, Jun Song, Bo Zheng, Zhiyuan Liu, Tat‐Seng Chua, Maosong Sun

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2025

AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning

Zhong Zhang, Yaxi Lu, Yongjian Fu, Yupeng Huo, Shenzhi Yang, Yesai Wu, Han Si, Xin Cong, Haotian Chen, Yankai Lin, Xie Xie, Wei Zhou, Xu Wang, Su Zhou, Zhongwu Zhai, Xiaoming Liu, Meiyudong, Jianming Xu, Hongyan Tian, Chongyi Wang, Chi Chen, Yuan Yao, Zhiyuan Liu, Maosong Sun

Conference on Empirical Methods in Natural Language Processing: System Demonstrations (EMNLP)

DOI

2025

Awaking the Slides: A Tuning-free and Knowledge-regulated AI Tutoring System via Language Model Coordination

Daniel Zhang-Li, Zheyuan Zhang, Jifan Yu, Joy Jia Yin Lim, Shangqing Tu, Linlu Gong, Haohua Wang, Zhiyuan Liu, Huiqin Liu, Lei Hou, Juanzi Li

ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)

DOI

2025

AgentRM: Enhancing Agent Generalization with Reward Modeling

Yu Xia, Jingru Fan, Weize Chen, Siyu Yan, Xin Cong, Zhong Zhang, Yaxi Lu, Yankai Lin, Zhiyuan Liu, Maosong Sun

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2025

Learning to Generate Structured Output with Schema Reinforcement Learning

Yaxi Lu, Haolun Li, Xin Cong, Zhong Zhang, Yesai Wu, Yankai Lin, Zhiyuan Liu, Fangming Liu, Maosong Sun

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2025

Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System

Weize Chen, Jiarui Yuan, Qian Chen, Cheng Yang, Zhiyuan Liu, Maosong Sun

DOI

2025

Judge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language Models

Shuliang Liu, Xinze Li, Zhenghao Liu, Yukun Yan, Cheng Yang, Zheni Zeng, Zhiyuan Liu, Maosong Sun, Yu Ge

DOI

2025

Craw4LLM: Efficient Web Crawling for LLM Pretraining

Yu Shi, Zhiyuan Liu, Chenyan Xiong

DOI

2025

Seq1F1B: Efficient Sequence-Level Pipeline Parallelism for Large Language Model Training

Ao Sun, Weilin Zhao, Han Xu, Cheng Hong Yang, Xinrong Zhang, Zhiyuan Liu, Chuan Shi, Maosong Sun

Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL)

DOI

2025

ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation

Xuanle Zhao, Xianzhen Luo, Qi Shi, Chi Chen, Shuo Wang, Zhiyuan Liu, Maosong Sun

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2025

LLM×MapReduce: Simplified Long-Sequence Processing using Large Language Models

Zihan Zhou, Chong Li, Xinyi Chen, Shuo Wang, Chao Yu, Zhili Li, Haoyu Wang, Qi Shi, Zhixing Tan, Xu Han, Xiaodong Shi, Zhiyuan Liu, Maosong Sun

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2025

DeepNote: Note-Centric Deep Retrieval-Augmented Generation

Ruobing Wang, Qi Zhao, Yukun Yan, Daren Zha, Yuxuan Chen, Yu Shi, Zhenghao Liu, Yixuan Wang, Shuo Wang, Han Xu, Zhiyuan Liu, Maosong Sun

DOI

2025

MALoRA: Mixture of Asymmetric Low-Rank Adaptation for Enhanced Multi-Task Learning

Xujia Wang, Haiyan Zhao, Shuo Wang, Hanqing Wang, Zhiyuan Liu

Findings of the Association for Computational Linguistics: NAACL

DOI

2025

Enhancing Open-Domain Task-Solving Capability of LLMs via Autonomous Tool Integration from GitHub

Bohan Lyu, Xin Cong, Heyang Yu, Yang Pan, Cheng Qian, Zihe Wang, Yujia Qin, Yining Ye, Yaxi Lu, Chen Qian, Zhong Zhang, Yukun Yan, Yankai Lin, Zhiyuan Liu, Maosong Sun

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2025

ClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented Generation

Hao Chen, Yukun Yan, Sen Mei, Wanxiang Che, Zhenghao Liu, Qi Shi, Xinze Li, Yuchun Fan, Pengcheng Huang, Qiushi Xiong, Zhiyuan Liu, Maosong Sun

DOI

2025

Fusing Highly Specialized Language Models for Comprehensive Expertise

Ning Ding, Yulin Chen, Ganqu Cui, Xingtai Lv, Weilin Zhao, Kaiyan Zhang, Ruobing Xie, Bowen Zhou, Zhiyuan Liu, Maosong Sun

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2025

The Right Time Matters: Data Arrangement Affects Zero-Shot Generalization in Instruction Tuning

Bingxiang He, Ning Ding, Cheng Qian, Jia Deng, Ganqu Cui, Lifan Yuan, Haiwen Hong, Huan-ang Gao, Longtao Huang, Hui Xue, Huimin Chen, Zhiyuan Liu, Maosong Sun

DOI

2024

“大语言模型”多人谈

韩先培，李涓子，刘鹏远，刘知远，王斌，宗成庆

《语言战略研究》，Vol. 9, No. 5

下载原文

2024

大语言模型时代的社会机遇与挑战

陈慧敏，刘知远，孙茂松

《计算机研究与发展》

2024

亦正亦邪大模型——大模型与安全专题导读

虎嵩林，李涓子，秦兵，邱锡鹏，刘知远

《计算机研究与发展》

2024

AI群星闪耀时

刘知远

《人民邮电出版社》

2024

Beyond the Turn-Based Game: Enabling Real-Time Conversations with Duplex Models

Xinrong Zhang, Yingfa Chen, Shengding Hu, Xu Han, Zihang Xu, Yuanwei Xu, Weilin Zhao, Maosong Sun, Zhiyuan Liu

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2024

Enabling Real-Time Conversations with Minimal Training Costs

Wang Xu, Hao-Yu Wang, Shuo Wang, Weilin Zhao, Xu Han, Yu-Kun Yan, Hai-Yan Zhao, Yudi Zhang, Zhe Tao, Zhiyuan Liu, Wanxiang Che

China National Conference on Chinese Computational Linguistics

DOI

2024

Ouroboros: Generating Longer Drafts Phrase by Phrase for Faster Speculative Decoding

Weilin Zhao, Yu-Xiang Huang, Xu Han, Wang Xu, Chao-Jun Xiao, Xinrong Zhang, Yewei Fang, Kaihuo Zhang, Zhiyuan Liu, Maosong Sun

Conference on Empirical Methods in Natural Language Processing

DOI

2024

Densing law of LLMs

Chao-Jun Xiao, Jie Cai, Weilin Zhao, Bi-Yuan Lin, Guoyang Zeng, Jie Zhou, Zhi Zheng, Xu Han, Zhiyuan Liu, Maosong Sun

Nature Machine Intelligence

DOI

2024

Configurable Foundation Models: Building LLMs from a Modular Perspective

Chao-Jun Xiao, Zhengyan Zhang, Chenyang Song, Dazhi Jiang, Feng Yao, Xu Han, Xiaozhi Wang, Shuo Wang, Yu-Fei Huang, Guanyu Lin, Yingfa Chen, Weilin Zhao, Yuge Tu, Zexuan Zhong, Ao Zhang, Chenglei Si, Moo Khai Hao, Chen-Yang Zhao, Hui-Min Chen, Yankai Lin, Zhiyuan Liu, Jingbo Shang, Maosong Sun

arXiv.org

DOI

2024

Exploring the Benefit of Activation Sparsity in Pre-training

Zhengyan Zhang, Chao-Jun Xiao, Qiujieli Qin, Yankai Lin, Zhiyuan Zeng, Xu Han, Zhiyuan Liu, Ruo-Bing Xie, Maosong Sun, Jie Zhou

International Conference on Machine Learning

DOI

2024

MiniCPM-V: A GPT-4V Level MLLM on Your Phone

Yuan Yao, Tianyu Yu, Ao Zhang, Chongyi Wang, Jun-Bo Cui, Hongji Zhu, Tianchi Cai, Hao-Yu Li, Weilin Zhao, Zhihui He, Qi-An Chen, Hua Zhou, Zhen-Sheng Zou, Hao-Ye Zhang, Sheng-Ding Hu, Zhi Zheng, Jie Zhou, Jie Cai, Xu Han, Guoyang Zeng, Dahai Li, Zhiyuan Liu, Maosong Sun

arXiv.org

DOI

2024

∞Bench: Extending Long Context Evaluation Beyond 100K Tokens

Xinrong Zhang, Yingfa Chen, Shengding Hu, Zihang Xu, Junhao Chen, Moo Khai Hao, Xu Han, Zhen Leng Thai, Shuo Wang, Zhiyuan Liu, Maosong Sun

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2024

Multi-Modal Multi-Granularity Tokenizer for Chu Bamboo Slip Scripts

Yingfa Chen, Chenlong Hu, Cong Feng, Chenyang Song, Shi Yu, Xu Han, Zhiyuan Liu, Maosong Sun

International Conference on Computational Linguistics

DOI

2024

Sparsing Law: Towards Large Language Models with Greater Activation Sparsity

Yuqi Luo, Chenyang Song, Xu Han, Yingfa Chen, Chao-Jun Xiao, Xiao-Jun Meng, Li-Qiong Deng, Jian-Sheng Wei, Zhiyuan Liu, Maosong Sun

International Conference on Machine Learning

DOI

2024

RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework

Kunlun Zhu, Yifan Luo, Dingling Xu, Ruo-Bing Wang, Shi Yu, Shuo Wang, Yu-Kun Yan, Zhenghao Liu, Yishan Li, Xu Han, Zhiyuan Liu, Maosong Sun

Annual Meeting of the Association for Computational Linguistics

DOI

2024

Exploring Universal Intrinsic Task Subspace for Few-Shot Learning via Prompt Tuning

Yujia Qin, Xiaozhi Wang, Yusheng Su, Yankai Lin, Ning Ding, Jing Yi, Weize Chen, Zhiyuan Liu, Juanzi Li, Lei Hou, Peng Li, Maosong Sun, Jie Zhou

IEEE/ACM Transactions on Audio Speech and Language Processing

DOI

2024

Thoroughly Modeling Multi-domain Pre-trained Recommendation as Language

Zekai Qu, Ruobing Xie, Chaojun Xiao, Yuan Yao, Zhiyuan Liu, Fengzong Lian, Zhanhui Kang, Jie Zhou

ACM Transactions on Information Systems

DOI

2024

Tool Learning with Foundation Models

Yujia Qin, Shengding Hu, Yankai Lin, Weize Chen, Ning Ding, Ganqu Cui, Zheni Zeng, Xuanhe Zhou, Yufei Huang, Chaojun Xiao, Chi Han, Yi R. Fung, Yusheng Su, Huadong Wang, Cheng Qian, Runchu Tian, Kunlun Zhu, Shihao Liang, Xingyu Shen, Bokai Xu, Zhen Zhang, Yining Ye, Bowen Li, Ziwei Tang, Jing Yi, Yuzhang Zhu, Zhenning Dai, Yan Lan, Xin Cong, Yaxi Lu, Weilin Zhao, Yuxiang Huang, Junxi Yan, Xu Han, Xian Sun, Dahai Li, Jason Phang, Cheng Hong Yang, Tongshuang Wu, Heng Ji, Guoliang Li, Zhiyuan Liu, Maosong Sun

ACM Computing Surveys

DOI

2024

Language-specific representation of emotion-concept knowledge causally supports emotion inference

Ming Li, Yu-Sheng Su, Hsiu-Yuan Huang, Jiali Cheng, Xin Hu, Xinmiao Zhang, Huadong Wang, Yujia Qin, Xiaozhi Wang, Kristen A. Lindquist, Zhiyuan Liu, Dan Zhang

iScience

DOI

2024

LLaVA-UHD: An LMM Perceiving Any Aspect Ratio and High-Resolution Images

Zonghao Guo, Ruyi Xu, Yuan Yao, Junbo Cui, Zanlin Ni, Chunjiang Ge, Tat‐Seng Chua, Zhiyuan Liu, Gao Ming Huang

Lecture notes in computer science

DOI

2024

AdaNAT: Exploring Adaptive Policy for Token-Based Image Generation

Zanlin Ni, Yulin Wang, Renping Zhou, Rui Lu, Jiayi Guo, Jinyi Hu, Zhiyuan Liu, Yuan Yao, Gao Ming Huang

Lecture notes in computer science

DOI

2024

Empowering Private Tutoring by Chaining Large Language Models

Yulin Chen, Ning Ding, Hai-Tao Zheng, Zhiyuan Liu, Maosong Sun, Bowen Zhou

ACM International Conference on Information and Knowledge Management (CIKM)

DOI

2024

DecorateLM: Data Engineering through Corpus Rating, Tagging, and Editing with Language Models

Ranchi Zhao, Zhen Leng Thai, Yifan Zhang, Shengding Hu, Jie Zhou, Yunqi Ba, Jie Cai, Zhiyuan Liu, Maosong Sun

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2024

ChatMol: interactive molecular discovery with natural language

Zheni Zeng, Bangchen Yin, Shipeng Wang, Jiarui Liu, Cheng Yang, Haishen Yao, Xingzhi Sun, Maosong Sun, Guotong Xie, Zhiyuan Liu

Bioinformatics

DOI

2024

RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-Grained Correctional Human Feedback

Tianyu Yu, Yuan Yao, Haoye Zhang, Taiwen He, Yifeng Han, Ganqu Cui, Jinyi Hu, Zhiyuan Liu, Hai-Tao Zheng, Maosong Sun

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2024

Revisiting Non-Autoregressive Transformers for Efficient Image Synthesis

Zanlin Ni, Yulin Wang, Renping Zhou, Jiayi Guo, Jinyi Hu, Zhiyuan Liu, Shiji Song, Yuan Yao, Gao Ming Huang

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2024

D-Bot: Database Diagnosis System using Large Language Models

Xuanhe Zhou, Guoliang Li, Zhaoyan Sun, Zhiyuan Liu, Weize Chen, Jianming Wu, Jiesi Liu, Ruohang Feng, Guoyang Zeng

Proceedings of the VLDB Endowment

DOI

2024

Correction to: Red Alarm for Pre-trained Models: Universal Vulnerability to Neuron-level Backdoor Attacks

Zhengyan Zhang, Guangxuan Xiao, Yongwei Li, Tian Shan Lv, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Xin Jiang, Maosong Sun

Machine Intelligence Research

DOI

2024

LEGENT: Open Platform for Embodied Agents

Zhili Cheng, Zhitong Wang, Jinyi Hu, Shengding Hu, An Liu, Yuge Tu, Pengkai Li, Lei Shi, Zhiyuan Liu, Maosong Sun

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2024

Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents

Cheng Qian, Bingxiang He, Zhong Zhuang, Jia Deng, Yujia Qin, Xin Cong, Zhong Zhang, Jie Zhou, Yankai Lin, Zhiyuan Liu, Maosong Sun

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2024

CPT: Colorful Prompt Tuning for pre-trained vision-language models

Yuan Yao, Ao Zhang, Zhengyan Zhang, Zhiyuan Liu, Tat‐Seng Chua, Maosong Sun

AI Open

DOI

2024

DebugBench: Evaluating Debugging Capability of Large Language Models

Runchu Tian, Yining Ye, Yujia Qin, Xin Cong, Yankai Lin, Yinxu Pan, Yesai Wu, Hui Haotian, Liu Weichuan, Zhiyuan Liu, Maosong Sun

DOI

2024

Large Language Model-based Human-Agent Collaboration for Complex Task Solving

Xueyang Feng, Zhiyuan Chen, Yujia Qin, Yankai Lin, Xu Chen, Zhiyuan Liu, Ji-Rong Wen

DOI

2024

INTERVENOR: Prompting the Coding Ability of Large Language Models with the Interactive Chain of Repair

Hanbin Wang, Zhenghao Liu, Shuo Wang, Ganqu Cui, Ning Ding, Zhiyuan Liu, Ge Yu

DOI

2024

MAVEN-ARG: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument Annotation

Xiaozhi Wang, Hao Peng, Yong Guan, Kaisheng Zeng, Jianhui Chen, Lei Hou, Han Xu, Yankai Lin, Zhiyuan Liu, Ruobing Xie, Jie Zhou, Juanzi Li

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2024

Hyperbolic Pre-Trained Language Model

Weize Chen, Xu Han, Yankai Lin, Kaichen He, Ruobing Xie, Jie Zhou, Zhiyuan Liu, Maosong Sun

IEEE/ACM Transactions on Audio Speech and Language Processing

DOI

2024

Cleaner Pretraining Corpus Curation with Neural Web Scraping

Zhipeng Xu, Zhenghao Liu, Yukun Yan, Zhiyuan Liu, Ge Yu, Chenyan Xiong

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2024

Enhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate Pairs

Cheng Gao, Chaojun Xiao, Zhenghao Liu, Huimin Chen, Zhiyuan Liu, Maosong Sun

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2024

MARVEL: Unlocking the Multi-Modal Capability of Dense Retrieval via Visual Module Plugin

Tianshuo Zhou, Sen Mei, Xinze Li, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu, Yu Gu, Ge Yu

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2024

Toolink: Linking Toolkit Creation and Using through Chain-of-Solving on Open-Source Model

Cheng Qian, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu

Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)

DOI

2024

Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication

Weize Chen, Chenfei Yuan, Jiarui Yuan, Yusheng Su, Chen Qian, Cheng Hong Yang, Ruobing Xie, Zhiyuan Liu, Maosong Sun

DOI

2024

Relation-aware deep neural network enables more efficient biomedical knowledge acquisition from massive literature

Chenyang Song, Zheni Zeng, Changyao Tian, Kuai Li, Yuan Yao, Suncong Zheng, Zhiyuan Liu, Maosong Sun

AI Open

DOI

2024

LM-Interview: An Easy-to-use Smart Interviewer System via Knowledge-guided Language Model Exploitation

Hanming Li, Jifan Yu, Rongsheng Li, Zhanxin Hao, Yan Xuan, Jiaxi Yuan, Bin Xu, Juanzi Li, Zhiyuan Liu

Conference on Empirical Methods in Natural Language Processing: System Demonstrations (EMNLP)

DOI

2023

大模型时代的自然语言处理:挑战、机遇与发展

车万翔，窦志成，冯岩松，桂韬，韩先培，户保田，黄民烈，黄萱菁，刘康，刘挺，刘知远，秦兵，邱锡鹏，万小军，王宇轩，文继荣，严睿，张家俊，张民，张奇，赵军，赵鑫，赵妍妍

《中国科学:信息科学》

2023

CPET: Effective Parameter-Efficient Tuning for Compressed Large Language Models

Weilin Zhao, Yu-Xiang Huang, Xu Han, Zhiyuan Liu, Zhengyan Zhang, Maosong Sun

arXiv.org

DOI

2023

H3T: Efficient Integration of Memory Optimization and Parallelism for Large-scale Transformer Training

Xu Han, Zhiyuan Liu, Maosong Sun, Yuzhong Wang, Guoyang Zeng, Weilin Zhao

Advances in Neural Information Processing Systems 36

DOI

2023

QASnowball: An Iterative Bootstrapping Framework for High-Quality Question-Answering Data Generation

Kunlun Zhu, Shi-Hao Liang, Xu Han, Zhi Zheng, Guoyang Zeng, Zhiyuan Liu, Maosong Sun

arXiv.org

DOI

2023

Knowledge-Adaptive Contrastive Learning for Recommendation

Hao Wang, Yao Xu, Cheng Yang, Chuan Shi, Xin Li, Ning Guo, Zhiyuan Liu

Web Search and Data Mining

DOI

2023

Three-way Preference Completion via Preference Graph

Lei Li, Zhiyuan Liu, Zan Zhang, Huanhuan Chen, X. Wu

ACM Transactions on Knowledge Discovery from Data

DOI

2023

LLM As DBA

Xuan-He Zhou, Guoliang Li, Zhiyuan Liu

arXiv.org

DOI

2023

UPRec: User-aware Pre-training for sequential Recommendation

Chao-Jun Xiao, Ruo-Bing Xie, Y. Yao, Zhiyuan Liu, Maosong Sun, Xu Zhang, Le-Yu Lin

AI Open

DOI

2023

Variator: Accelerating Pre-trained Models with Plug-and-Play Compression Modules

Chaojun Xiao, Yuqi Luo, Wenbin Zhang, Pengle Zhang, Xu Han, Yankai Lin, Zhengyan Zhang, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie Zhou

DOI

2023

Text Matching Improves Sequential Recommendation by Reducing Popularity Biases

Zhenghao Liu, Sen Mei, Chenyan Xiong, Xiaohua Li, Shi Yu, Zhiyuan Liu, Yu Gu, Ge Yu

ACM International Conference on Information and Knowledge Management (CIKM)

DOI

2023

MUSER: A Multi-View Similar Case Retrieval Dataset

Qingquan Li, Yiran Hu, Feng Yao, Chaojun Xiao, Zhiyuan Liu, Maosong Sun, Weixing Shen

ACM International Conference on Information and Knowledge Management (CIKM)

DOI

2023

OpenMatch-v2: An All-in-one Multi-Modality PLM-based Information Retrieval Toolkit

Shi Yu, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu

International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)

DOI

2023

From Adversarial Arms Race to Model-centric Evaluation: Motivating a Unified Automatic Robustness Evaluation Framework

Yang‐Yi Chen, Hongcheng Gao, Ganqu Cui, Lifan Yuan, Dehan Kong, Hanlu Wu, Ning Shi, Bo Yuan, Longtao Huang, Hui Xue, Zhiyuan Liu, Maosong Sun, Heng Ji

DOI

2023

Enhancing Chat Language Models by Scaling High-quality Instructional Conversations

Ning Ding, Yulin Chen, Bokai Xu, Yujia Qin, Shengding Hu, Zhiyuan Liu, Maosong Sun, Bowen Zhou

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2023

Sub-Character Tokenization for Chinese Pretrained Language Models

Chenglei Si, Zhengyan Zhang, Yingfa Chen, Fanchao Qi, Xiaozhi Wang, Zhiyuan Liu, Yasheng Wang, Qun Liu, Maosong Sun

Transactions of the Association for Computational Linguistics

DOI

2023

WebCPM: Interactive Web Search for Chinese Long-form Question Answering

Yujia Qin, Zihan Cai, Dian Jin, Lan Yan, Shihao Liang, Kunlun Zhu, Yankai Lin, Xu Han, Ning Ding, Huadong Wang, Ruobing Xie, Fanchao Qi, Zhiyuan Liu, Maosong Sun, Jie Zhou

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2023

Parameter-efficient fine-tuning of large-scale pre-trained language models

Ning Ding, Yujia Qin, Guang Yang, Fuchao Wei, Zonghan Yang, Yusheng Su, Shengding Hu, Yulin Chen, Chi-Min Chan, Weize Chen, Jing Yi, Weilin Zhao, Xiaozhi Wang, Zhiyuan Liu, Hai-Tao Zheng, Jianfei Chen, Yang Liu, Jie Tang, Juanzi Li, Maosong Sun

Nature Machine Intelligence

DOI

2023

READIN: A Chinese Multi-Task Benchmark with Realistic and Diverse Input Noises

Chenglei Si, Zhengyan Zhang, Yingfa Chen, Xiaozhi Wang, Zhiyuan Liu, Maosong Sun

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2023

Sparse Low-rank Adaptation of Pre-trained Language Models

Ning Ding, Xingtai Lv, Qiaosen Wang, Yulin Chen, Bowen Zhou, Zhiyuan Liu, Maosong Sun

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2023

CREATOR: Tool Creation for Disentangling Abstract and Concrete Reasoning of Large Language Models

Cheng Qian, Chi Han, Yi R. Fung, Yujia Qin, Zhiyuan Liu, Heng Ji

DOI

2023

A Close Look into the Calibration of Pre-trained Language Models

Yangyi Chen, Lifan Yuan, Ganqu Cui, Zhiyuan Liu, Heng Ji

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2023

Beat LLMs at Their Own Game: Zero-Shot LLM-Generated Text Detection via Querying ChatGPT

Biru Zhu, Lifan Yuan, Ganqu Cui, Yangyi Chen, Chong Fu, Bingxiang He, Yangdong Deng, Zhiyuan Liu, Maosong Sun, Ming Gu

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2023

Removing Backdoors in Pre-trained Models by Regularized Continual Pre-training

Biru Zhu, Ganqu Cui, Yangyi Chen, Yujia Qin, Lifan Yuan, Chong Fu, Yangdong Steve Deng, Zhiyuan Liu, Maosong Sun, Ming Gu

Transactions of the Association for Computational Linguistics

DOI

2023

Few-shot Classification with Hypersphere Modeling of Prototypes

Ning Ding, Yulin Chen, Ganqu Cui, Xiaobin Wang, Hai-Tao Zheng, Zhiyuan Liu, Pengjun Xie

DOI

2023

Plug-and-Play Knowledge Injection for Pre-trained Language Models

Zhengyan Zhang, Zhiyuan Zeng, Yankai Lin, Huadong Wang, Deming Ye, Chaojun Xiao, Xu Han, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2023

Structure-Aware Language Model Pretraining Improves Dense Retrieval on Structured Data

Xinze Li, Zhenghao Liu, Chenyan Xiong, Yu Shi, Yu Gu, Zhiyuan Liu, Ge Yu

DOI

2023

Emergent Modularity in Pre-trained Transformers

Zhengyan Zhang, Zhiyuan Zeng, Yankai Lin, Chaojun Xiao, Xiaozhi Wang, Xu Han, Zhiyuan Liu, Ruobing Xie, Maosong Sun, Jie Zhou

DOI

2023

The Devil is in the Details: On the Pitfalls of Event Extraction Evaluation

Hao Peng, Xiaozhi Wang, Feng Yao, Kaisheng Zeng, Lei Hou, Juanzi Li, Zhiyuan Liu, Weixing Shen

DOI

2023

Won’t Get Fooled Again: Answering Questions with False Premises

Shengding Hu, Yifan Luo, Huadong Wang, Xingyi Cheng, Zhiyuan Liu, Maosong Sun

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2023

Improving task generalization via unified schema prompt

Wanjun Zhong, Yifan Gao, Ning Ding, Zhiyuan Liu, Ming Zhou, Jiahai Wang, Jian Yin, Nan Duan

AI Open

DOI

2023

Exploring the Impact of Model Scaling on Parameter-Efficient Tuning

Yusheng Su, Chi-Min Chan, Jiali Cheng, Yujia Qin, Yankai Lin, Shengding Hu, Zonghan Yang, Ning Ding, Xingzhi Sun, Guotong Xie, Zhiyuan Liu, Maosong Sun

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2023

OpenDelta: A Plug-and-play Library for Parameter-efficient Adaptation of Pre-trained Models

Shengding Hu, Ning Ding, Weilin Zhao, Xingtai Lv, Zhen Zhang, Zhiyuan Liu, Maosong Sun

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2023

Plug-and-Play Document Modules for Pre-trained Models

Chaojun Xiao, Zhengyan Zhang, Xu Han, Chi-Min Chan, Yankai Lin, Zhiyuan Liu, Xiangyang Li, Zhonghua Li, Zhao Cao, Maosong Sun

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2023

Exploring Lottery Prompts for Pre-trained Language Models

Yulin Chen, Ning Ding, Xiaobin Wang, Shengding Hu, Hai-Tao Zheng, Zhiyuan Liu, Pengjun Xie

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2023

Recyclable Tuning for Continual Pre-training

Yujia Qin, Cheng Qian, Xu Han, Yankai Lin, Huadong Wang, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie Zhou

DOI

2023

Transcription between human-readable synthetic descriptions and machine-executable instructions: an application of the latest pre-training technology

Zheni Zeng, Yi-Chen Nie, Ning Ding, Qian-Jun Ding, Wei-Ting Ye, Cheng Hong Yang, Maosong Sun, E Weinan, Rong Zhu, Zhiyuan Liu

Chemical Science

DOI

2023

Decoder Tuning: Efficient Language Understanding as Decoding

Ganqu Cui, Wentao Li, Ning Ding, Longtao Huang, Zhiyuan Liu, Maosong Sun

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2023

Parameter-efficient Weight Ensembling Facilitates Task-level Knowledge Transfer

Xingtai Lv, Ning Ding, Yujia Qin, Zhiyuan Liu, Maosong Sun

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2023

Stochastic Bridges as Effective Regularizers for Parameter-Efficient Tuning

Weize Chen, Xu Han, Yankai Lin, Zhiyuan Liu, Maosong Sun, Jie Zhou

DOI

2023

Correction to: Representation Learning for Natural Language Processing

Zhiyuan Liu, Yankai Lin, Maosong Sun

Springer eBooks

DOI

2023

Boosting Inference Efficiency: Unleashing the Power of Parameter-Shared Pre-trained Language Models

Weize Chen, Xiaoyue Xu, Xu Han, Yankai Lin, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie Zhou

DOI

2022

Modeling COVID-19 Vaccine Adverse Effects with a Visualized Knowledge Graph Database

Zhiyuan Liu, Ximing Gao, Chenyu Li

Healthcare，Vol. 10, No. 8

DOI

2022

知识指导的预训练语言模型

韩旭，张正彦，刘知远

《中兴通讯技术》

2022

WantWords：基于神经网络技术的反向词典

岂凡超，张磊，刘知远，孙茂松

《辞书研究》，No. 4

下载原文

2022

GACT: Activation Compressed Training for Generic Network Architectures

Xiaoxuan Liu, Lian-Min Zheng, Dequan Wang, Yukuo Cen, Weize Chen, Xu Han, Jian-Fei Chen, Zhiyuan Liu, Jie Tang, Joey Gonzalez, Michael W. Mahoney, Alvin Cheung

International Conference on Machine Learning

2022

Guest Editorial: Special Issue on Social Media Computing

Guojie Song, Chuan Shi, Yizhou Sun, Zhiyuan Liu

IEEE Transactions on Big Data

DOI

2022

COVID-19 Vaccines on TikTok: A Big-Data Analysis of Entangled Discourses

Shao-Jing Sun, Zhiyuan Liu, Yu-Jia Zhai, Fan Wang

International Journal of Environmental Research and Public Health

DOI

2022

Improved Transformer With Multi-Head Dense Collaboration

Huadong Wang, Xin Shen, Mei Tu, Yimeng Zhuang, Zhiyuan Liu

IEEE/ACM Transactions on Audio Speech and Language Processing

DOI

2022

Spatial relation learning in complementary scenarios with deep neural networks

Jae Hee Lee, Yuan Yao, Ozan Özdemir, Meng-Di Li, C. Weber, Zhiyuan Liu, Stefan Wermter

Frontiers in Neurorobotics

DOI

2022

RHINE: Relation Structure-Aware Heterogeneous Information Network Embedding

Chuan Shi, Yuanfu Lu, Linmei Hu, Zhiyuan Liu, Hua-Dong Ma

IEEE Transactions on Knowledge and Data Engineering

DOI

2022

Different computational relations in language are captured by distinct brain systems.

Ze Fu, Xiao-Sha Wang, Xiao-Ying Wang, Huichao Yang, Jiahuan Wang, Tao Wei, Xu-Hong Liao, Zhiyuan Liu, Hui-Min Chen, Y. Bi

Cerebral Cortex

DOI

2022

Finding Skill Neurons in Pre-trained Transformer-based Language Models

Xiaozhi Wang, Kaiyue Wen, Zhengyan Zhang, Lei Hou, Zhiyuan Liu, Juanzi Li

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2022

COPEN: Probing Conceptual Knowledge in Pre-trained Language Models

Hao Ming Peng, Xiaozhi Wang, Shengding Hu, Hailong Jin, Lei Hou, Juanzi Li, Zhiyuan Liu, Qun Liu

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2022

Cross-Lingual Contrastive Learning for Fine-Grained Entity Typing for Low-Resource Languages

Han Xu, Yuqi Luo, Weize Chen, Zhiyuan Liu, Maosong Sun, Zhou Botong, Hao Fei, Suncong Zheng

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2022

Dimension Reduction for Efficient Dense Retrieval via Conditional Autoencoder

Zhenghao Liu, Han Zhang, Chenyan Xiong, Zhiyuan Liu, Yu Gu, Xiaohua Li

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2022

Textual Backdoor Attacks Can Be More Harmful via Two Simple Tricks

Yangyi Chen, Fanchao Qi, Hongcheng Gao, Zhiyuan Liu, Maosong Sun

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2022

A Simple but Effective Pluggable Entity Lookup Table for Pre-trained Language Models

Deming Ye, Yankai Lin, Peng Li, Maosong Sun, Zhiyuan Liu

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2022

BMCook: A Task-agnostic Compression Toolkit for Big Models

Zhengyan Zhang, Baitao Gong, Yingfa Chen, Xu Han, Guoyang Zeng, Weilin Zhao, Yanxu Chen, Zhiyuan Liu, Maosong Sun

Conference on Empirical Methods in Natural Language Processing: System Demonstrations (EMNLP)

DOI

2022

Exploring Mode Connectivity for Pre-trained Language Models

Yujia Qin, Cheng Qian, Jing Yi, Weize Chen, Yankai Lin, Han Xu, Zhiyuan Liu, Maosong Sun, Jie Zhou

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2022

BMInf: An Efficient Toolkit for Big Model Inference and Tuning

Xu Han, Guoyang Zeng, Weilin Zhao, Zhiyuan Liu, Zhengyan Zhang, Jie Zhou, Jun Zhang, Jia Chao, Maosong Sun

Annual Meeting of the Association for Computational Linguistics: System Demonstrations (ACL Demo)

DOI

2022

Going “Deeper”: Structured Sememe Prediction via Transformer with Tree Attention

Yining Ye, Fanchao Qi, Zhiyuan Liu, Maosong Sun

Findings of the Association for Computational Linguistics: ACL 2022

DOI

2022

FPT: Improving Prompt Tuning Efficiency via Progressive Training

Yufei Huang, Yujia Qin, Huadong Wang, Yichun Yin, Maosong Sun, Zhiyuan Liu, Qun Liu

DOI

2022

Pass off Fish Eyes for Pearls: Attacking Model Selection of Pre-trained Models

Biru Zhu, Yujia Qin, Fanchao Qi, Yangdong Steve Deng, Zhiyuan Liu, Maosong Sun, Ming Gu

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2022

Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Negatives

Si Sun, Chenyan Xiong, Yue Yu, Arnold Overwijk, Zhiyuan Liu, Jie Bao

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2022

P3 Ranker: Mitigating the Gaps between Pre-training and Ranking Fine-tuning with Prompt-based Learning and Pre-finetuning

Xiaomeng Hu, Shi Yu, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu, Ge Yu

International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)

DOI

2022

A Unified Understanding of Deep NLP Models for Text Classification

Zhen Li, Xiting Wang, Weikai Yang, Jing Wu, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun, Hui Zhang, Shixia Liu

IEEE Transactions on Visualization and Computer Graphics

DOI

2022

ProQA: Structural Prompt-based Pre-training for Unified Question Answering

Wanjun Zhong, Yifan Gao, Ning Ding, Yujia Qin, Zhiyuan Liu, Ming Zhou, Jiahai Wang, Jian Ping Yin, Nan Duan

Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)

DOI

2022

Effective Few-Shot Named Entity Linking by Meta-Learning

Xiuxing Li, Zhenyu Li, Zhengyan Zhang, Ning Liu, Haitao Yuan, Wei Zhang, Zhiyuan Liu, Jianyong Wang

Proceedings - International Conference on Data Engineering

DOI

2022

A deep-learning system bridging molecule structure and biomedical text with comprehension comparable to human professionals

Zheni Zeng, Yuan Yao, Zhiyuan Liu, Maosong Sun

Nature Communications

DOI

2022

PPT: Pre-trained Prompt Tuning for Few-shot Learning

Yuxian Gu, Xu Han, Zhiyuan Liu, Minlie Huang

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2022

Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification

Shengding Hu, Ning Ding, Huadong Wang, Zhiyuan Liu, Jingang Wang, Juanzi Li, Wei Wu, Maosong Sun

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2022

OpenPrompt: An Open-source Framework for Prompt-learning

Ning Ding, Shengding Hu, Weilin Zhao, Yulin Chen, Zhiyuan Liu, Hai-Tao Zheng, Maosong Sun

Annual Meeting of the Association for Computational Linguistics: System Demonstrations (ACL Demo)

DOI

2022

Fine-Grained Scene Graph Generation with Data Transfer

Ao Zhang, Yuan Yao, Qianyu Chen, Wei Ji, Zhiyuan Liu, Maosong Sun, Tat‐Seng Chua

Lecture notes in computer science

DOI

2022

Do Pre-trained Models Benefit Knowledge Graph Completion? A Reliable Evaluation and a Reasonable Approach

Xin Lv, Yankai Lin, Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu, Peng Li, Jie Zhou

Findings of the Association for Computational Linguistics: ACL 2022

DOI

2022

Fully Hyperbolic Neural Networks

Weize Chen, Xu Han, Yankai Lin, Hexu Zhao, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2022

On Transferability of Prompt Tuning for Natural Language Processing

Yusheng Su, Xiaozhi Wang, Yujia Qin, Chi-Min Chan, Yankai Lin, Huadong Wang, Kaiyue Wen, Zhiyuan Liu, Peng Li, Juanzi Li, Lei Hou, Maosong Sun, Jie Zhou

Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)

DOI

2022

MoEfication: Transformer Feed-forward Layers are Mixtures of Experts

Zhengyan Zhang, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou

Findings of the Association for Computational Linguistics: ACL 2022

DOI

2022

Exploring the Universal Vulnerability of Prompt-based Learning Paradigm

Lei Xu, Yangyi Chen, Ganqu Cui, Hongcheng Gao, Zhiyuan Liu

Findings of the Association for Computational Linguistics: NAACL

DOI

2022

Prompt Tuning for Discriminative Pre-trained Language Models

Yuan Yao, Bowen Dong, Ao Zhang, Zhengyan Zhang, Ruobing Xie, Zhiyuan Liu, Leyu Lin, Maosong Sun, Jianyong Wang

Findings of the Association for Computational Linguistics: ACL 2022

DOI

2022

Program Transfer for Answering Complex Questions over Knowledge Bases

Shulin Cao, Jiaxin Shi, Zijun Yao, Xin Lv, Jifan Yu, Lei Hou, Juanzi Li, Zhiyuan Liu, Jinghui Xiao

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2022

Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversarial NLP

Yang‐Yi Chen, Hongcheng Gao, Ganqu Cui, Fanchao Qi, Longtao Huang, Zhiyuan Liu, Maosong Sun

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2022

PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models

Yuan Yao, Qianyu Chen, Ao Zhang, Wei Ji, Zhiyuan Liu, Tat‐Seng Chua, Maosong Sun

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2022

bert2BERT: Towards Reusable Pretrained Language Models

Cheng Chen, Yichun Yin, Lifeng Shang, Xin Jiang, Yujia Qin, Feng‐Yu Wang, Zhi Wang, Xiao Chen, Zhiyuan Liu, Qun Liu

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2021

Network Embedding: Theories, Methods, and Applications

Cheng Yang, Zhiyuan Liu, Cun-Chao Tu, Chuan Shi, Maosong Sun

Network Embedding

DOI

2021

HowNet义原标注一致性检验方法研究

刘阳光，岂凡超，刘知远，孙茂松

《中文信息学报》

2021

Representation Learning for Natural Language Processing

刘知远，林衍凯，孙茂松

《中文信息学报》

2021

中国中文信息学会2020年“钱伟长中文信息处理科学技术奖”之——大规模中文词汇语义分析关键技术及其开源应用

孙茂松，刘知远，刘洋，杨麟儿，陈新雄，涂存超，李鹏，司宪策，乔维

《中文信息学报》

2021

新冠疫情相关社交媒体谣言传播量化分析

陈慧敏，金思辰，林微，朱泽宇，仝凌波，刘一芃，叶奕宁，姜维翰，刘知远，孙茂松，金兼斌

《计算机研究与发展》

2021

CPM-2: Large-scale Cost-effective Pre-trained Language Models

Zheng-Yan Zhang, Yu-Xian Gu, Xu Han, Sheng-Qi Chen, Chao-Jun Xiao, Zhenbo Sun, Yuan Yao, Fanchao Qi, Jian Guan, Pei Ke, Yanzheng Cai, Guoyang Zeng, Zhi-Xing Tan, Zhiyuan Liu, Minlie Huang, Wentao Han, Yang Liu, Xiao-Yan Zhu, Maosong Sun

AI Open

DOI

2021

Equality before the Law: Legal Judgment Consistency Analysis for Fairness

Yuzhong Wang, Chao-Jun Xiao, Shi-Rong Ma, Haoxiang Zhong, Cun-Chao Tu, T. Zhang, Zhiyuan Liu, Maosong Sun

arXiv.org

2021

Neural Diffusion Model for Microscopic Cascade Study

Cheng Yang, Maosong Sun, Haoran Liu, Shiyi Han, Zhiyuan Liu, Huan-Bo Luan

IEEE Transactions on Knowledge and Data Engineering

DOI

2021

Computational mechanisms for neural representation of words

Ze Fu, Xiao-Sha Wang, Xiao-Ying Wang, Huichao Yang, Jiahuan Wang, Tao Wei, Xu-Hong Liao, Zhiyuan Liu, Hui-Min Chen, Y. Bi

bioRxiv

DOI

2021

Manual Evaluation Matters: Reviewing Test Protocols of Distantly Supervised Relation Extraction

Tianyu Gao, Xu Han, Yu-Zhuo Bai, Keyue Qiu, Zhiyu Xie, Yan-Kai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou

Findings

DOI

2021

Lawformer: A Pre-trained Language Model for Chinese Legal Long Documents

Chao-Jun Xiao, Xueyu Hu, Zhiyuan Liu, Cun-Chao Tu, Maosong Sun

AI Open

DOI

2021

From Symbols to Embeddings: A Tale of Two Representations in Computational Social Science

Hui-Min Chen, Cheng Yang, Xuanming Zhang, Zhiyuan Liu, Maosong Sun, Jianbin Jin

Journal of Social Computing

DOI

2021

CLEVE: Contrastive Pre-training for Event Extraction

Ziqi Wang, Xiaozhi Wang, Xu Han, Yan-Kai Lin, Lei Hou, Zhiyuan Liu, Peng Li, Juan-Zi Li, Jie Zhou

Annual Meeting of the Association for Computational Linguistics

DOI

2021

Evaluating Modules in Graph Contrastive Learning

Ganqu Cui, Yu-Feng Du, Cheng Yang, Jie Zhou, Liang Xu, Li-Feng Wang, Zhiyuan Liu

arXiv.org

2021

Red Alarm for Pre-trained Models: Universal Vulnerability to Neuron-level Backdoor Attacks

Zhengyan Zhang, Guang-Xuan Xiao, Yongwei Li, Tian Lv, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Xin Jiang, Maosong Sun

Machine Intelligence Research

DOI

2021

Is Multi-Hop Reasoning Really Explainable? Towards Benchmarking Reasoning Interpretability

Xin Lv, Yixin Cao, Lei Hou, Juan-Zi Li, Zhiyuan Liu, Yichi Zhang, Zelin Dai

Conference on Empirical Methods in Natural Language Processing

DOI

2021

Visual Distant Supervision for Scene Graph Generation

Yuan Yao, Ao Zhang, Xu Han, Meng-Di Li, C. Weber, Zhiyuan Liu, Stefan Wermter, Maosong Sun

IEEE International Conference on Computer Vision

DOI

2021

SHUOWEN-JIEZI: Linguistically Informed Tokenizers For Chinese Language Model Pretraining

Chenglei Si, Zheng-Yan Zhang, Yingfa Chen, Fanchao Qi, Xiaozhi Wang, Zhiyuan Liu, Maosong Sun

arXiv.org

2021

OpenMatch: An Open Source Library for Neu-IR Research

Zhenghao Liu, Kai-Tao Zhang, Chenyan Xiong, Zhiyuan Liu, Maosong Sun

Annual International ACM SIGIR Conference on Research and Development in Information Retrieval

DOI

2021

Knowledge Inheritance for Pre-trained Language Models

Yujia Qin, Yan-Kai Lin, Jing Yi, Jia-Jie Zhang, Xu Han, Zheng-Yan Zhang, Yusheng Su, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou

North American Chapter of the Association for Computational Linguistics

DOI

2021

Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger

Fanchao Qi, Mukai Li, Yangyi Chen, Zheng-Yan Zhang, Zhiyuan Liu, Yasheng Wang, Maosong Sun

Annual Meeting of the Association for Computational Linguistics

DOI

2021

Open Hierarchical Relation Extraction

Kai Zhang, Yuan Yao, Ruo-Bing Xie, Xu Han, Zhiyuan Liu, Fen Lin, Le-Yu Lin, Maosong Sun

North American Chapter of the Association for Computational Linguistics

DOI

2021

Evidence Decomposition Graph Network for Fact Verification

Jiang-Jie Chen, Qiaoben Bao, Jia-Ze Chen, Changzhi, Hao Zhou, Yanghua Xiao, Lei Li, Andreas Hanselowski, Hao Zhang, Daniil Zile Li, Kelvin Jiang, Ronak Pradeep, Jimmy Lin, Canasai Kruengkrai, Junichi Yamagishi, Xin Wang, Zhenghao Liu, Chen-Yan Xiong, Maosong Sun, Zhiyuan Liu, Eric Malmi, Se-bastian Krause, S. Rothe, Daniil, Yixin Nie, Hao-Nan Chen, Mohit Bansal

2021

Turn the Combination Lock: Learnable Textual Backdoor Attacks via Word Substitution

Fanchao Qi, Yuan Yao, Sophia Q. Xu, Zhiyuan Liu, Maosong Sun

Annual Meeting of the Association for Computational Linguistics

DOI

2021

PTR: Prompt Tuning with Rules for Text Classification

Xu Han, Weilin Zhao, Ning Ding, Zhiyuan Liu, Maosong Sun

AI Open

DOI

2021

Few-NERD: A Few-shot Named Entity Recognition Dataset

Ning Ding, Guangwei Xu, Yulin Chen, Xiao-Bin Wang, Xu Han, Peng-Jun Xie, Hai-Tao Zheng, Zhiyuan Liu

Annual Meeting of the Association for Computational Linguistics

DOI

2021

Automatic Construction of Sememe Knowledge Bases via Dictionaries

Fanchao Qi, Yangyi Chen, Fengyu Wang, Zhiyuan Liu, Xiao Chen, Maosong Sun

Findings

DOI

2021

Few-Shot Conversational Dense Retrieval

S. Yu, Zhenghao Liu, Chenyan Xiong, Tao Feng, Zhiyuan Liu

Annual International ACM SIGIR Conference on Research and Development in Information Retrieval

DOI

2021

Pre-Trained Models: Past, Present and Future

Xu Han, Zheng-Yan Zhang, Ning Ding, Yu-Xian Gu, Xiao Liu, Yuqi Huo, Jie-Zhong Qiu, Yuan Yao, Ao Zhang, Liang Zhang, Wentao Han, Minlie Huang, Qin Jin, Yan-Yan Lan, Yang Liu, Zhiyuan Liu, Zhi-Wu Lu, Xipeng Qiu, Rui-Hua Song, Jie Tang, Ji-Rong Wen, Jinhui Yuan, W. Zhao, Jun Zhu

AI Open

DOI

2021

Event Detection With Dynamic Word-Trigger-Argument Graph Neural Networks

Yilin Zhang, Ziran Li, Zhiyuan Liu, Hai-Tao Zheng, Ying Shen, Lan Zhou

IEEE Transactions on Knowledge and Data Engineering

DOI

2021

Knowledgeable machine learning for natural language processing

Xu Han, Zhengyan Zhang, Zhiyuan Liu

Communications of the ACM

DOI

2021

Full-Scale Information Diffusion Prediction With Reinforced Recurrent Networks

Cheng Hong Yang, Hao Wang, Jian Tang, Chuan Shi, Maosong Sun, Ganqu Cui, Zhiyuan Liu

IEEE Transactions on Neural Networks and Learning Systems

DOI

2021

Text-Graph Enhanced Knowledge Graph Representation Learning

Linmei Hu, Mengmei Zhang, Shaohua Li, Jinghan Shi, Chuan Shi, Cheng Hong Yang, Zhiyuan Liu

Frontiers in Artificial Intelligence

DOI

2021

More Robust Dense Retrieval with Contrastive Dual Learning

Yizhi Li, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu

ACM SIGIR International Conference on Theory of Information Retrieval (ICTIR)

DOI

2021

Sememe knowledge computation: a review of recent advances in application and expansion of sememe knowledge bases

Fanchao Qi, Ruobing Xie, Yuan Zang, Zhiyuan Liu, Maosong Sun

Frontiers of Computer Science

DOI

2021

Network Embedding: Theories, Methods, and Applications

Cheng Hong Yang, Zhiyuan Liu, Cunchao Tu, Chuan Shi, Maosong Sun

Synthesis lectures on artificial intelligence and machine learning

DOI

2021

Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer

Fanchao Qi, Yang‐Yi Chen, Xurui Zhang, Mukai Li, Zhiyuan Liu, Maosong Sun

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2021

Better Robustness by More Coverage: Adversarial and Mixup Data Augmentation for Robust Finetuning

Chenglei Si, Zhengyan Zhang, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Qun Liu, Maosong Sun

DOI

2021

Capturing Global Informativeness in Open Domain Keyphrase Extraction

Si Yu Sun, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu, Jie Bao

Lecture notes in computer science

DOI

2021

CodRED: A Cross-Document Relation Extraction Dataset for Acquiring Knowledge in the Wild

Yuan Yao, Jiaju Du, Yankai Lin, Peng Li, Zhiyuan Liu, Jie Zhou, Maosong Sun

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2021

TIAGE: A Benchmark for Topic-Shift Aware Dialog Modeling

Huiyuan Xie, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu, Ann Copestake

DOI

2021

CSS-LM: A Contrastive Framework for Semi-Supervised Fine-Tuning of Pre-Trained Language Models

Yusheng Su, Xu Han, Yankai Lin, Zhengyan Zhang, Zhiyuan Liu, Peng Li, Jie Zhou, Maosong Sun

IEEE/ACM Transactions on Audio Speech and Language Processing

DOI

2020

《知识图谱与深度学习》

刘知远，韩旭，孙茂松

《中文信息学报》

2020

基于局部语义相关性的定义文本义原预测

杜家驹，岂凡超，孙茂松，刘知远

《中文信息学报》

2020

CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain Search

Chenyan Xiong, Zhenghao Liu, Si Sun, Zhuyun Dai, Kaitao Zhang, S. Yu, Zhiyuan Liu, Hoifung Poon, Jianfeng Gao, Paul N. Bennett

arXiv.org

2020

Know What You Don't Need: Single-Shot Meta-Pruning for Attention Heads

Zhengyan Zhang, Fanchao Qi, Zhiyuan Liu, Qun Liu, Maosong Sun

AI Open

DOI

2020

Enhancing Transformer with Sememe Knowledge

Yuhui Zhang, Chenghao Yang, Zhengping Zhou, Zhiyuan Liu

Workshop on Representation Learning for NLP

DOI

2020

Knowledge Transfer via Pre-training for Recommendation: A Review and Prospect

Zhe-Ni Zeng, Chao-Jun Xiao, Yuan Yao, Ruo-Bing Xie, Zhiyuan Liu, Fen Lin, Le-Yu Lin, Maosong Sun

Frontiers in Big Data

DOI

2020

Partially-Aligned Data-to-Text Generation with Distant Supervision

Zihao Fu, Bei Shi, Wai Lam, Lidong Bing, Zhiyuan Liu

Conference on Empirical Methods in Natural Language Processing

DOI

2020

Crossmodal Language Grounding in an Embodied Neurocognitive Model

Stefan Heinrich, Yuan Yao, T. Hinz, Zhiyuan Liu, Thomas Hummel, Matthias Kerzel, C. Weber, Stefan Wermter

Frontiers in Neurorobotics

DOI

2020

More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction

Xu Han, Tianyu Gao, Yankai Lin, Hao Peng, Yaoliang Yang, Chao-Jun Xiao, Zhiyuan Liu, Peng Li, Jie Zhou, Maosong Sun

AACL

DOI

2020

MOOCCube: A Large-scale Data Repository for NLP Applications in MOOCs

Jifan Yu, Gan Luo, Tong Xiao, Qingyang Zhong, Yuquan Wang, Wen-Zheng Feng, Junyi Luo, Chenyu Wang, Lei Hou, Juan-Zi Li, Zhiyuan Liu, Jie Tang

Annual Meeting of the Association for Computational Linguistics

DOI

2020

Graph Policy Network for Transferable Active Learning on Graphs

Sheng-Ding Hu, Zheng Xiong, Meng Qu, Xingdi Yuan, Marc-Alexandre Côté, Zhiyuan Liu, Jian Tang

Neural Information Processing Systems

2020

KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion

Jie Zhou, Sheng-Ding Hu, Xin Lv, Cheng Yang, Zhiyuan Liu, Wei Xu, Jie Jiang, Juan-Zi Li, Maosong Sun

Findings

DOI

2020

Lexical Sememe Prediction using Dictionary Definitions by Capturing Local Semantic Correspondence

Jiaju Du, Fanchao Qi, Maosong Sun, Zhiyuan Liu

arXiv.org

2020

Joint Keyphrase Chunking and Salience Ranking with BERT

Si Sun, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu, Jie Bao

arXiv.org

2020

Learning to Attack: Towards Textual Adversarial Attacking in Real-world Situations

Yuan Zang, Bai-Ru Hou, Fanchao Qi, Zhiyuan Liu, Xiaojun Meng, Maosong Sun

arXiv.org

2020

Meta Adaptive Neural Ranking with Contrastive Synthetic Supervision

Si Sun, Yingzhuo Qian, Zhenghao Liu, Chenyan Xiong, Kaitao Zhang, Jie Bao, Zhiyuan Liu, Paul N. Bennett

arXiv.org

2020

ONION: A Simple and Effective Defense Against Textual Backdoor Attacks

Fanchao Qi, Yangyi Chen, Mukai Li, Yuan Yao, Zhiyuan Liu, Maosong Sun

Conference on Empirical Methods in Natural Language Processing

DOI

2020

Integrating Image-Based and Knowledge-Based Representation Learning

Ruo-Bing Xie, Stefan Heinrich, Zhiyuan Liu, C. Weber, Yuan Yao, Stefan Wermter, Maosong Sun

IEEE Transactions on Cognitive and Developmental Systems

DOI

2020

World Knowledge Representation

Zhiyuan Liu, Yankai Lin, Maosong Sun

Representation Learning for Natural Language Processing

DOI

2020

Denoising Relation Extraction from Document-level Distant Supervision

Chao-Jun Xiao, Yuan Yao, Ruo-Bing Xie, Xu Han, Zhiyuan Liu, Maosong Sun, Fen Lin, Le-Yu Lin

Conference on Empirical Methods in Natural Language Processing

DOI

2020

Generalizing Open Domain Fact Extraction and Verification to COVID-FACT thorough In-Domain Language Modeling

Zhenghao Liu, Chenyan Xiong, Zhuyun Dai, Si Sun, Maosong Sun, Zhiyuan Liu

Findings

DOI

2020

Coreferential Reasoning Learning for Language Representation

De-Ming Ye, Yankai Lin, Jiaju Du, Zhenghao Liu, Peng Li, Maosong Sun, Zhiyuan Liu

Conference on Empirical Methods in Natural Language Processing

DOI

2020

Meta-Information Guided Meta-Learning for Few-Shot Relation Classification

Bo-Wen Dong, Yuan Yao, Ruo-Bing Xie, Tianyu Gao, Xu Han, Zhiyuan Liu, Fen Lin, Le-Yu Lin, Maosong Sun

International Conference on Computational Linguistics

DOI

2020

Country Image in COVID-19 Pandemic: A Case Study of China

Hui-Min Chen, Zeyu Zhu, Fanchao Qi, Yining Ye, Zhiyuan Liu, Maosong Sun, Jianbin Jin

IEEE Transactions on Big Data

DOI

2020

Reinforced Zero-Shot Cross-Lingual Neural Headline Generation

Ayana, Yun Chen, Cheng Yang, Zhiyuan Liu, Maosong Sun

IEEE/ACM Transactions on Audio Speech and Language Processing

DOI

2020

Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph

Xin Lv, Xu Han, Lei Hou, Juan-Zi Li, Zhiyuan Liu, Wei Zhang, Yichi Zhang, Hao Kong, Suhui Wu

Conference on Empirical Methods in Natural Language Processing

DOI

2020

Introduction to Graph Neural Networks

Zhiyuan Liu, Jie Zhou

Synthesis Lectures on Artificial Intelligence and Machine Learning

DOI

2020

Few-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision

Si Sun, Yingzhuo Qian, Zheng-Hao Liu, Chenyan Xiong, Kaitao Zhang, Jie Bao, Zhiyuan Liu, Paul N. Bennett

Annual Meeting of the Association for Computational Linguistics

DOI

2020

Learning from Context or Names? An Empirical Study on Neural Relation Extraction

Hao Peng, Tianyu Gao, Xu Han, Yankai Lin, Peng Li, Zhiyuan Liu, Maosong Sun, Jie Zhou

Conference on Empirical Methods in Natural Language Processing

DOI

2020

Neural Gibbs Sampling for Joint Event Argument Extraction

Xiaozhi Wang, Shengyu Jia, Xu Han, Zhiyuan Liu, Juan-Zi Li, Peng Li, Jie Zhou

AACL

DOI

2020

Cross-Modal Representation

Zhiyuan Liu, Yankai Lin, Maosong Sun

Representation Learning for Natural Language Processing

DOI

2020

Adaptive Graph Encoder for Attributed Graph Embedding

Ganqu Cui, Jie Zhou, Cheng Yang, Zhiyuan Liu

Knowledge Discovery and Data Mining

DOI

2020

Try to Substitute: An Unsupervised Chinese Word Sense Disambiguation Method Based on HowNet

Bai-Ru Hou, Fanchao Qi, Yuan Zang, Xurui Zhang, Zhiyuan Liu, Maosong Sun

International Conference on Computational Linguistics

DOI

2020

Topic-sensitive neural headline generation

Ayana, Zi-Yun Wang, Lei Xu, Zhiyuan Liu, Maosong Sun

Science China Information Sciences

DOI

2020

Selective Weak Supervision for Neural Information Retrieval

Kaitao Zhang, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu

The Web Conference

DOI

2020

OpenAttack: An Open-source Textual Adversarial Attack Toolkit

Guoyang Zeng, Fanchao Qi, Qianrui Zhou, Ting Zhang, Zi-Xian Ma, Bai-Ru Hou, Yuan Zang, Zhiyuan Liu, Maosong Sun

Annual Meeting of the Association for Computational Linguistics

DOI

2020

How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence

Haoxiang Zhong, Chao-Jun Xiao, Cun-Chao Tu, T. Zhang, Zhiyuan Liu, Maosong Sun

Annual Meeting of the Association for Computational Linguistics

DOI

2020

Expertise Style Transfer: A New Task Towards Better Communication between Experts and Laymen

Yixin Cao, Ruihao Shui, Liangming Pan, Min-Yen Kan, Zhiyuan Liu, Tat-Seng Chua

Annual Meeting of the Association for Computational Linguistics

DOI

2020

Contextual Knowledge Selection and Embedding towards Enhanced Pre-Trained Language Models

Yusheng Su, Xu Han, Zhengyan Zhang, Yankai Lin, Peng Li, Zhiyuan Liu, Jie Zhou, Maosong Sun

AI Open

DOI

2020

WantWords: An Open-source Online Reverse Dictionary System

Fanchao Qi, Lei Zhang, Yan-hui Yang, Zhiyuan Liu, Maosong Sun

Conference on Empirical Methods in Natural Language Processing

DOI

2020

ExpanRL: Hierarchical Reinforcement Learning for Course Concept Expansion in MOOCs

Jifan Yu, Chenyu Wang, Gan Luo, Lei Hou, Juan-Zi Li, Jie Tang, Minlie Huang, Zhiyuan Liu

AACL

DOI

2020

Few-Shot Generative Conversational Query Rewriting

S. Yu, Jiahua Liu, Jingqin Yang, Chenyan Xiong, Paul N. Bennett, Jianfeng Gao, Zhiyuan Liu

Annual International ACM SIGIR Conference on Research and Development in Information Retrieval

DOI

2020

Sememe Knowledge Representation

Zhiyuan Liu, Yankai Lin, Maosong Sun

Representation Learning for Natural Language Processing

DOI

2020

IsOBS: An Information System for Oracle Bone Script

Xu Han, Yu-Zhuo Bai, Keyue Qiu, Zhiyuan Liu, Maosong Sun

Conference on Empirical Methods in Natural Language Processing

DOI

2020

ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning

Yujia Qin, Yankai Lin, Ryuichi Takanobu, Zhiyuan Liu, Peng Li, Heng Ji, Minlie Huang, Maosong Sun, Jie Zhou

Annual Meeting of the Association for Computational Linguistics

DOI

2020

Iteratively Questioning and Answering for Interpretable Legal Judgment Prediction

Haoxiang Zhong, Yuzhong Wang, Cun-Chao Tu, T. Zhang, Zhiyuan Liu, Maosong Sun

AAAI Conference on Artificial Intelligence

DOI

2020

CPM: A Large-scale Generative Chinese Pre-trained Language Model

Zhengyan Zhang, Xu Han, Hao Zhou, Pei Ke, Yu-Xian Gu, De-Ming Ye, Yujia Qin, Yusheng Su, Hao-Zhe Ji, Jian Guan, Fanchao Qi, Xiaozhi Wang, Yanan Zheng, Guoyang Zeng, Huanqi Cao, S. Chen, Dai-Xuan Li, Zhenbo Sun, Zhiyuan Liu, Minlie Huang, Wentao Han, Jie Tang, Juan-Zi Li, Xiao-Yan Zhu, Maosong Sun

AI Open

DOI

2020

MAVEN: A Massive General Domain Event Detection Dataset

Xiaozhi Wang, Ziqi Wang, Xu Han, Wangyi Jiang, Rong Han, Zhiyuan Liu, Juan-Zi Li, Peng Li, Yankai Lin, Jie Zhou

Conference on Empirical Methods in Natural Language Processing

DOI

2020

Continual Relation Learning via Episodic Memory Activation and Reconsolidation

Xu Han, Yi Dai, Tianyu Gao, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou

Annual Meeting of the Association for Computational Linguistics

DOI

2020

Train No Evil: Selective Masking for Task-guided Pre-training

Yu-Xian Gu, Zhengyan Zhang, Xiaozhi Wang, Zhiyuan Liu, Maosong Sun

Conference on Empirical Methods in Natural Language Processing

DOI

2020

Moral rhythm: Minutes change of moral motivation based on Sina Weibo data

Feng Yu, Liying Xu, Tingting Han, Zhiyuan Liu, Xiaojun Qian, K. Peng, Xiaomeng Hu

Chinese Science Bulletin

DOI

2020

Representation Learning and NLP

Zhiyuan Liu, Yankai Lin, Maosong Sun

Representation Learning for Natural Language Processing

DOI

2020

Representation Learning for the Semantic Web

Heiko Paulheim, Volker Tresp, Zhiyuan Liu

Journal of Web Semantics

DOI

2019

Modeling Semantic Compositionality with Sememe Knowledge

Fanchao Qi, Junjie Huang, Chenghao Yang, Zhiyuan Liu, Xiao Chen, Qun Liu, Maosong Sun

Annual Meeting of the Association for Computational Linguistics

DOI

2019

Relation Structure-Aware Heterogeneous Information Network Embedding

Yuanfu Lu, Chuan Shi, Linmei Hu, Zhiyuan Liu

AAAI Conference on Artificial Intelligence

DOI

2019

Conversation Generation with Concept Flow

Houyu Zhang, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu

arXiv.org

2019

Low-Resource Name Tagging Learned with Weakly Labeled Data

Yixin Cao, Zi-Kun Hu, Tat-Seng Chua, Zhiyuan Liu, Heng Ji

Conference on Empirical Methods in Natural Language Processing

DOI

2019

Learning to Annotate: Modularizing Data Augmentation for Text Classifiers with Natural Language Explanations

Zi-Qi Wang, Yujia Qin, Wenxuan Zhou, Jun Yan, Qinyuan Ye, Leonardo Neves, Zhiyuan Liu, Xiang Ren

arXiv.org

2019

DocRED: A Large-Scale Document-Level Relation Extraction Dataset

Yuan Yao, De-Ming Ye, Peng Li, Xu Han, Yankai Lin, Zhenghao Liu, Zhiyuan Liu, Li-Xin Huang, Jie Zhou, Maosong Sun

Annual Meeting of the Association for Computational Linguistics

DOI

2019

FewRel 2.0: Towards More Challenging Few-Shot Relation Classification

Tianyu Gao, Xu Han, Hao Zhu, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou

Conference on Empirical Methods in Natural Language Processing

DOI

2019

Towards Building a Multilingual Sememe Knowledge Base: Predicting Sememes for BabelNet Synsets

Fanchao Qi, Li-Hsin Chang, Maosong Sun, Sicong Ouyang, Zhiyuan Liu

AAAI Conference on Artificial Intelligence

DOI

2019

Open Relation Extraction: Relational Knowledge Transfer from Supervised Data to Unsupervised Data

Ruidong Wu, Yuan Yao, Xu Han, Ruo-Bing Xie, Zhiyuan Liu, Fen Lin, Le-Yu Lin, Maosong Sun

Conference on Empirical Methods in Natural Language Processing

DOI

2019

CJRC: A Reliable Human-Annotated Benchmark DataSet for Chinese Judicial Reading Comprehension

Xingyi Duan, Baoxin Wang, Ziyue Wang, Wentao Ma, Yiming Cui, Da-Yong Wu, Shijin Wang, Ting Liu, Tianxiang Huo, Zhen Hu, Heng Wang, Zhiyuan Liu

China National Conference on Chinese Computational Linguistics

DOI

2019

Textual Adversarial Attack as Combinatorial Optimization

Yuan Zang, Chenghao Yang, Fanchao Qi, Zhiyuan Liu, Meng Zhang, Qun Liu, Maosong Sun

2019

Graph Neural Networks with Generated Parameters for Relation Extraction

Hao Zhu, Yankai Lin, Zhiyuan Liu, Jie Fu, Tat-Seng Chua, Maosong Sun

Annual Meeting of the Association for Computational Linguistics

DOI

2019

Multi-channel Reverse Dictionary Model

Lei Zhang, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Qun Liu, Maosong Sun

AAAI Conference on Artificial Intelligence

DOI

2019

Quantifying Similarity between Relations with Fact Distribution

Weize Chen, Hao Zhu, Xu Han, Zhiyuan Liu, Maosong Sun

Annual Meeting of the Association for Computational Linguistics

DOI

2019

Adversarial Training for Weakly Supervised Event Detection

Xiaozhi Wang, Xu Han, Zhiyuan Liu, Maosong Sun, Peng Li

North American Chapter of the Association for Computational Linguistics

DOI

2019

KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation

Xiaozhi Wang, Tianyu Gao, Zhaocheng Zhu, Zhengyan Zhang, Zhiyuan Liu, Juan-Zi Li, Jian Tang

Transactions of the Association for Computational Linguistics

DOI

2019

ERNIE: Enhanced Language Representation with Informative Entities

Zhengyan Zhang, Xu Han, Zhiyuan Liu, Xin Jiang, Maosong Sun, Qun Liu

Annual Meeting of the Association for Computational Linguistics

DOI

2019

Neural Document Expansion with User Feedback

Yue Yin, Chenyan Xiong, Cheng Luo, Zhiyuan Liu

International Conference on the Theory of Information Retrieval

DOI

2019

OpenHowNet: An Open Sememe-based Lexical Knowledge Base

Fanchao Qi, Chenghao Yang, Zhiyuan Liu, Q. Dong, Maosong Sun, Zhendong Dong

arXiv.org

2019

JEC-QA: A Legal-Domain Question Answering Dataset

Haoxiang Zhong, Chao-Jun Xiao, Cun-Chao Tu, T. Zhang, Zhiyuan Liu, Maosong Sun

AAAI Conference on Artificial Intelligence

DOI

2019

NumNet: Machine Reading Comprehension with Numerical Reasoning

Qiu Ran, Yankai Lin, Peng Li, Jie Zhou, Zhiyuan Liu

Conference on Empirical Methods in Natural Language Processing

DOI

2019

Chinese Relation Extraction with Multi-Grained Information and External Linguistic Knowledge

Zi-Ran Li, Ning Ding, Zhiyuan Liu, Haitao Zheng, Ying Shen

Annual Meeting of the Association for Computational Linguistics

DOI

2019

Fact Discovery from Knowledge Base via Facet Decomposition

Zihao Fu, Yankai Lin, Zhiyuan Liu, Wai Lam

North American Chapter of the Association for Computational Linguistics

DOI

2019

HMEAE: Hierarchical Modular Event Argument Extraction

Xiaozhi Wang, Ziqi Wang, Xu Han, Zhiyuan Liu, Juan-Zi Li, Peng Li, Maosong Sun, Jie Zhou, Xiang Ren

Conference on Empirical Methods in Natural Language Processing

DOI

2019

Neural Snowball for Few-Shot Relation Learning

Tianyu Gao, Xu Han, Ruo-Bing Xie, Zhiyuan Liu, Fen Lin, Le-Yu Lin, Maosong Sun

AAAI Conference on Artificial Intelligence

DOI

2019

Adversarial Language Games for Advanced Natural Language Intelligence

Yuan Yao, Haoxiang Zhong, Zhengyan Zhang, Xu Han, Xiaozhi Wang, Kai Zhang, Chao-Jun Xiao, Guoyang Zeng, Zhiyuan Liu, Maosong Sun

AAAI Conference on Artificial Intelligence

DOI

2019

Fine-grained Fact Verification with Kernel Graph Attention Network

Zhenghao Liu, Chenyan Xiong, Maosong Sun, Zhiyuan Liu

Annual Meeting of the Association for Computational Linguistics

DOI

2019

Improving Sequence Modeling Ability of Recurrent Neural Networks via Sememes

Yujia Qin, Fanchao Qi, Sicong Ouyang, Zhiyuan Liu, Cheng Yang, Yasheng Wang, Qun Liu, Maosong Sun

IEEE/ACM Transactions on Audio Speech and Language Processing

DOI

2019

Grounded Conversation Generation as Guided Traverses in Commonsense Knowledge Graphs

Houyu Zhang, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu

Annual Meeting of the Association for Computational Linguistics

DOI

2019

Enhancing Recurrent Neural Networks with Sememes

Yujia Qin, Fanchao Qi, Sicong Ouyang, Zhiyuan Liu, Cheng Yang, Yasheng Wang, Qun Liu, Maosong Sun

arXiv.org

2019

Multi-Paragraph Reasoning with Knowledge-enhanced Graph Neural Network

De-Ming Ye, Yankai Lin, Zhenghao Liu, Zhiyuan Liu, Maosong Sun

arXiv.org

2019

Event Detection with Trigger-Aware Lattice Neural Network

Ning Ding, Zi-Ran Li, Zhiyuan Liu, Haitao Zheng, Zibo Lin

Conference on Empirical Methods in Natural Language Processing

DOI

2019

Multi-Interest Network with Dynamic Routing for Recommendation at Tmall

C. Li, Zhiyuan Liu, Mengmeng Wu, Yu-Chi Xu, Huan Zhao, Pi-Pei Huang, G. Kang, Qi-Wei Chen, Wei Li, Lee

International Conference on Information and Knowledge Management

DOI

2019

Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning over Few-Shot Relations

Xin Lv, Yu-Xian Gu, Xu Han, Lei Hou, Juan-Zi Li, Zhiyuan Liu

Conference on Empirical Methods in Natural Language Processing

DOI

2019

COS960: A Chinese Word Similarity Dataset of 960 Word Pairs

Junjie Huang, Fanchao Qi, Chenghao Yang, Zhiyuan Liu, Maosong Sun

arXiv.org

2019

Bootstrapping Knowledge Graphs From Images and Text

Jia-Yuan Mao, Yuan Yao, Stefan Heinrich, T. Hinz, C. Weber, Stefan Wermter, Zhiyuan Liu, Maosong Sun

Front. Neurorobot.

DOI

2019

Course Concept Expansion in MOOCs with External Knowledge and Interactive Game

Jifan Yu, Chenyu Wang, Gan Luo, Lei Hou, Juan-Zi Li, Jie Tang, Zhiyuan Liu

Annual Meeting of the Association for Computational Linguistics

DOI

2019

GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification

Jie Zhou, Xu Han, Cheng Yang, Zhiyuan Liu, Li-Feng Wang, Chang-Chang Li, Maosong Sun

Annual Meeting of the Association for Computational Linguistics

DOI

2019

Legal Cause Prediction with Inner Descriptions and Outer Hierarchies

Zhiyuan Liu, Cun-Chao Tu, Zhiyuan Liu, Maosong Sun

China National Conference on Chinese Computational Linguistics

DOI

2019

Explore Entity Embedding Effectiveness in Entity Retrieval

Zhenghao Liu, Chenyan Xiong, Maosong Sun, Zhiyuan Liu

China National Conference on Chinese Computational Linguistics

DOI

2019

Multi-Channel Graph Neural Network for Entity Alignment

Yixin Cao, Zhiyuan Liu, Chengjiang Li, Juan-Zi Li, Tat-Seng Chua

Annual Meeting of the Association for Computational Linguistics

DOI

2019

Multi-scale Information Diffusion Prediction with Reinforced Recurrent Networks

Cheng Yang, Jian Tang, Maosong Sun, Ganqu Cui, Zhiyuan Liu

International Joint Conference on Artificial Intelligence

DOI

2019

CAIL2019-SCM: A Dataset of Similar Case Matching in Legal Domain

Chao-Jun Xiao, Haoxiang Zhong, Zhi-Peng Guo, Cun-Chao Tu, Zhiyuan Liu, Maosong Sun, Tian-Yang Zhang, Xianpei Han, Zhen Hu, Heng Wang, Jianfeng Xu

arXiv.org

2019

Open the Boxes of Words: Incorporating Sememes into Textual Adversarial Attack

Yuan Zang, Cheng Yang, Fanchao Qi, Zhiyuan Liu, Meng Zhang, Qun Liu, Maosong Sun

arXiv.org

2019

Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification

Tianyu Gao, Xu Han, Zhiyuan Liu, Maosong Sun

AAAI Conference on Artificial Intelligence

DOI

2019

OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction

Xu Han, Tianyu Gao, Yuan Yao, De-Ming Ye, Zhiyuan Liu, Maosong Sun

Conference on Empirical Methods in Natural Language Processing

DOI

2019

XQA: A Cross-lingual Open-domain Question Answering Dataset

Jiahua Liu, Yankai Lin, Zhiyuan Liu, Maosong Sun

Annual Meeting of the Association for Computational Linguistics

DOI

2019

Understanding the Behaviors of BERT in Ranking

Yifan Qiao, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu

arXiv.org

2018

社交媒体平台谣言的早期自动检测

刘知远，宋长河，杨成

《全球传媒学刊》，Vol. 5, No. 4

下载原文

2018

Neural Knowledge Acquisition via Mutual Attention Between Knowledge Graph and Text

Xu Han, Zhiyuan Liu, Maosong Sun

AAAI Conference on Artificial Intelligence

DOI

2018

Improving Neural Fine-Grained Entity Typing With Knowledge Attention

Ji Xin, Yankai Lin, Zhiyuan Liu, Maosong Sun

AAAI Conference on Artificial Intelligence

DOI

2018

Knowledge Representation Learning: A Quantitative Review

Yankai Lin, Xu Han, Ruo-Bing Xie, Zhiyuan Liu, Maosong Sun

arXiv.org

2018

COSINE: Compressive Network Embedding on Large-Scale Information Networks

Zhengyan Zhang, Cheng Yang, Zhiyuan Liu, Maosong Sun, Zhichong Fang, Bo Zhang, Le-Yu Lin

IEEE Transactions on Knowledge and Data Engineering

DOI

2018

Hierarchical Relation Extraction with Coarse-to-Fine Grained Attention

Xu Han, Pengfei Yu, Zhiyuan Liu, Maosong Sun, Peng Li

Conference on Empirical Methods in Natural Language Processing

DOI

2018

Denoise while Aggregating: Collaborative Learning in Open-Domain Question Answering

Hao-Zhe Ji, Yankai Lin, Zhiyuan Liu, Maosong Sun

2018

FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation

Xu Han, Hao Zhu, Pengfei Yu, Zi-Yun Wang, Y. Yao, Zhiyuan Liu, Maosong Sun

Conference on Empirical Methods in Natural Language Processing

DOI

2018

CAIL2018: A Large-Scale Legal Dataset for Judgment Prediction

Chao-Jun Xiao, Haoxiang Zhong, Zhi-Peng Guo, Cun-Chao Tu, Zhiyuan Liu, Maosong Sun, Yansong Feng, Xianpei Han, Zhen Hu, Heng Wang, Jianfeng Xu

arXiv.org

2018

CED: Credible Early Detection of Social Media Rumors

Chang-He Song, Cheng Yang, Hui-Min Chen, Cun-Chao Tu, Zhiyuan Liu, Maosong Sun

IEEE Transactions on Knowledge and Data Engineering

DOI

2018

Zero-Shot Cross-Lingual Neural Headline Generation

Ayana, Shiqi Shen, Yun Chen, Cheng Yang, Zhiyuan Liu, Maosong Sun

IEEE/ACM Transactions on Audio Speech and Language Processing

DOI

2018

Chinese LIWC Lexicon Expansion via Hierarchical Classification of Word Embeddings with Sememe Attention

Xiangkai Zeng, Cheng Yang, Cun-Chao Tu, Zhiyuan Liu, Maosong Sun

AAAI Conference on Artificial Intelligence

DOI

2018

Cross-lingual Lexical Sememe Prediction

Fanchao Qi, Yankai Lin, Maosong Sun, Hao Zhu, Ruo-Bing Xie, Zhiyuan Liu

Conference on Empirical Methods in Natural Language Processing

DOI

2018

Entity-Duet Neural Ranking: Understanding the Role of Knowledge Graph Semantics in Neural Information Retrieval

Zhenghao Liu, Chenyan Xiong, Maosong Sun, Zhiyuan Liu

Annual Meeting of the Association for Computational Linguistics

DOI

2018

Joint Representation Learning of Cross-lingual Words and Entities via Attentive Distant Supervision

Yixin Cao, Lei Hou, Juan-Zi Li, Zhiyuan Liu, Chengjiang Li, Xu Chen, Tiansi Dong

Conference on Empirical Methods in Natural Language Processing

DOI

2018

Overview of CAIL2018: Legal Judgment Prediction Competition

Haoxiang Zhong, Chao-Jun Xiao, Zhi-Peng Guo, Cun-Chao Tu, Zhiyuan Liu, Maosong Sun, Yansong Feng, Xianpei Han, Zhen Hu, Heng Wang, Jianfeng Xu

arXiv.org

2018

Adversarial Multi-lingual Neural Relation Extraction

Xiaozhi Wang, Xu Han, Yankai Lin, Zhiyuan Liu, Maosong Sun

International Conference on Computational Linguistics

2018

Consistency and Variation in Kernel Neural Ranking Model

Mary Arpita Pyreddy, Varshini Ramaseshan, N. Joshi, Zhuyun Dai, Chenyan Xiong, Jamie Callan, Zhiyuan Liu

Annual International ACM SIGIR Conference on Research and Development in Information Retrieval

DOI

2018

Few-Shot Charge Prediction with Discriminative Legal Attributes

Zi-Kun Hu, Xiang Li, Cun-Chao Tu, Zhiyuan Liu, Maosong Sun

International Conference on Computational Linguistics

2018

Language Modeling with Sparse Product of Sememe Experts

Yihong Gu, Jun Yan, Hao Zhu, Zhiyuan Liu, Ruo-Bing Xie, Maosong Sun, Fen Lin, Le-Yu Lin

Conference on Empirical Methods in Natural Language Processing

DOI

2018

OpenKE: An Open Toolkit for Knowledge Embedding

Xu Han, Shulin Cao, Xin Lv, Yankai Lin, Zhiyuan Liu, Maosong Sun, Juan-Zi Li

Conference on Empirical Methods in Natural Language Processing

DOI

2018

Put It Back: Entity Typing with Language Model Enhancement

Ji Xin, Hao Zhu, Xu Han, Zhiyuan Liu, Maosong Sun

Conference on Empirical Methods in Natural Language Processing

DOI

2018

DIAG-NRE: A Neural Pattern Diagnosis Framework for Distantly Supervised Neural Relation Extraction

Shun Zheng, Xu Han, Yankai Lin, Peilin Yu, Lu Chen, Ling Huang, Zhiyuan Liu, Wei Xu

Annual Meeting of the Association for Computational Linguistics

DOI

2018

Query Suggestion with Feedback Memory Network

Bin Wu, Chenyan Xiong, Maosong Sun, Zhiyuan Liu

The Web Conference

DOI

2018

Denoising Distantly Supervised Open-Domain Question Answering

Yankai Lin, Hao-Zhe Ji, Zhiyuan Liu, Maosong Sun

Annual Meeting of the Association for Computational Linguistics

DOI

2018

Legal Judgment Prediction via Topological Learning

Haoxiang Zhong, Zhi-Peng Guo, Cun-Chao Tu, Chao-Jun Xiao, Zhiyuan Liu, Maosong Sun

Conference on Empirical Methods in Natural Language Processing

DOI

2018

Automatic Judgment Prediction via Legal Reading Comprehension

Shangbang Long, Cun-Chao Tu, Zhiyuan Liu, Maosong Sun

China National Conference on Chinese Computational Linguistics

DOI

2018

Learning to Embed Sentences Using Attentive Recursive Trees

Jiaxin Shi, Lei Hou, Juan-Zi Li, Zhiyuan Liu, Hanwang Zhang

AAAI Conference on Artificial Intelligence

DOI

2018

Neural Collective Entity Linking

Yixin Cao, Lei Hou, Juan-Zi Li, Zhiyuan Liu

International Conference on Computational Linguistics

2018

Differentiating Concepts and Instances for Knowledge Graph Embedding

Xin Lv, Lei Hou, Juan-Zi Li, Zhiyuan Liu

Conference on Empirical Methods in Natural Language Processing

DOI

2018

Deep Learning in Knowledge Graph

Zhiyuan Liu, Xianpei Han

DOI

2018

Graph Neural Networks: A Review of Methods and Applications

Jie Zhou, Ganqu Cui, Sheng-Ding Hu, Zhengyan Zhang, Cheng Yang, Zhiyuan Liu, Li-Feng Wang, Chang-Chang Li, Maosong Sun

AI Open

DOI

2018

Incorporating Chinese Characters of Words for Lexical Sememe Prediction

Hui-Ming Jin, Hao Zhu, Zhiyuan Liu, Ruo-Bing Xie, Maosong Sun, Fen Lin, Le-Yu Lin

Annual Meeting of the Association for Computational Linguistics

DOI

2018

DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization

Jiaxin Shi, Chen Liang, Lei Hou, Juan-Zi Li, Zhiyuan Liu, Hanwang Zhang

AAAI Conference on Artificial Intelligence

DOI

2018

Convolutional Neural Networks for Soft-Matching N-Grams in Ad-hoc Search

Zhuyun Dai, Chenyan Xiong, Jamie Callan, Zhiyuan Liu

Web Search and Data Mining

DOI

2018

Denoising Distant Supervision for Relation Extraction via Instance-Level Adversarial Training

Xu Han, Zhiyuan Liu, Maosong Sun

arXiv.org

2017

网络表示学习综述

涂存超，杨成，刘知远，孙茂松

《中国科学:信息科学》

2017

TransNet: Translation-Based Network Representation Learning for Social Relation Extraction

Cun-Chao Tu, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun

International Joint Conference on Artificial Intelligence

DOI

2017

Improved Word Representation Learning with Sememes

Yilin Niu, Ruo-Bing Xie, Zhiyuan Liu, Maosong Sun

Annual Meeting of the Association for Computational Linguistics

DOI

2017

Iterative Entity Alignment via Joint Knowledge Embeddings

Hao Zhu, Ruo-Bing Xie, Zhiyuan Liu, Maosong Sun

International Joint Conference on Artificial Intelligence

DOI

2017

A Neural Network Approach to Jointly Modeling Social Networks and Mobile Trajectories

Cheng Hong Yang, Maosong Sun, Wayne Xin Zhao, Zhiyuan Liu, Edward Y. Chang

ACM Transactions on Information Systems

DOI

2017

CANE: Context-Aware Network Embedding for Relation Modeling

Cun-Chao Tu, Han Liu, Zhiyuan Liu, Maosong Sun

Annual Meeting of the Association for Computational Linguistics

DOI

2017

Network representation learning: an overview

Cun-Chao Tu, Cheng Yang, Zhiyuan Liu, Maosong Sun

DOI

2017

Does William Shakespeare REALLY Write Hamlet? Knowledge Representation Learning with Confidence

Ruo-Bing Xie, Zhiyuan Liu, Maosong Sun

AAAI Conference on Artificial Intelligence

DOI

2017

Improving Word Representations with Document Labels

Liner Yang, Xin-Xiong Chen, Zhiyuan Liu, Maosong Sun

IEEE/ACM Transactions on Audio Speech and Language Processing

DOI

2017

Neural Relation Extraction with Multi-lingual Attention

Yankai Lin, Zhiyuan Liu, Maosong Sun

Annual Meeting of the Association for Computational Linguistics

DOI

2017

Recent Advances on Neural Headline Generation

Ayana, Shiqi Shen, Yankai Lin, Cun-Chao Tu, Yu Zhao, Zhiyuan Liu, Maosong Sun

Journal of Computational Science and Technology

DOI

2017

On Modeling Sense Relatedness in Multi-prototype Word Embedding

Yixin Cao, Jiaxin Shi, Juan-Zi Li, Zhiyuan Liu, Chengjiang Li

International Joint Conference on Natural Language Processing

2017

Lexical Sememe Prediction via Word Embeddings and Matrix Factorization

Ruo-Bing Xie, Xingchi Yuan, Zhiyuan Liu, Maosong Sun

International Joint Conference on Artificial Intelligence

DOI

2017

PRISM

Cun-Chao Tu, Zhiyuan Liu, Huan-Bo Luan, Maosong Sun

ACM Transactions on Intelligent Systems and Technology

DOI

2017

On Modeling Sense Relatedness in Multi-prototype Word Embedding

Yixin Cao, Jiaxin Shi, Juanzi Li, Zhiyuan Liu, Chengjiang Li

Singapore Management University Institutional Knowledge (InK) (Singapore Management University)

2017

Fast Network Embedding Enhancement via High Order Proximity Approximation

Cheng Hong Yang, Maosong Sun, Zhiyuan Liu, Cunchao Tu

International Joint Conference on Artificial Intelligence

DOI

2016

大数据智能：互联网时代的机器学习和自然语言处理技术

刘知远

《电子工业出版社》

2016

词汇语义变化与社会变迁定量观测与分析

刘知远，刘扬，涂存超，孙茂松

《语言战略研究》，No. 6

下载原文

2016

知识表示学习研究进展

刘知远，孙茂松，林衍凯，谢若冰

《计算机研究与发展》

2016

Knowledge Representation Learning with Entities, Attributes and Relations

Yankai Lin, Zhiyuan Liu, Maosong Sun

International Joint Conference on Artificial Intelligence

2016

Neural Headline Generation with Sentence-wise Optimization

Ayana, Shiqi Shen, Yu Zhao, Zhiyuan Liu, Maosong Sun

2016

Neural Emoji Recommendation in Dialogue Systems

Ruo-Bing Xie, Zhiyuan Liu, Rui Yan, Maosong Sun

arXiv.org

2016

Representation Learning of Knowledge Graphs with Hierarchical Types

Ruo-Bing Xie, Zhiyuan Liu, Maosong Sun

International Joint Conference on Artificial Intelligence

2016

Neural Headline Generation with Minimum Risk Training

Ayana, Shiqi Shen, Zhiyuan Liu, Maosong Sun

arXiv.org

2016

Neural Relation Extraction with Selective Attention over Instances

Yankai Lin, Shiqi Shen, Zhiyuan Liu, Huan-Bo Luan, Maosong Sun

Annual Meeting of the Association for Computational Linguistics

DOI

2016

Neural Sentiment Classification with User and Product Attention

Huimin Chen, Maosong Sun, Cun-Chao Tu, Yankai Lin, Zhiyuan Liu

Conference on Empirical Methods in Natural Language Processing

DOI

2016

Crossmodal Language Grounding, Learning, and Teaching

Stefan Heinrich, C. Weber, Stefan Wermter, Ruo-Bing Xie, Yankai Lin, Zhiyuan Liu

CoCo@NIPS

2016

Max-Margin DeepWalk: Discriminative Learning of Network Representation

Cun-Chao Tu, Weicheng Zhang, Zhiyuan Liu, Maosong Sun

International Joint Conference on Artificial Intelligence

2016

Community-enhanced Network Representation Learning for Network Analysis

Cun-Chao Tu, Hao Wang, Xiangkai Zeng, Zhiyuan Liu, Maosong Sun

arXiv.org

2016

Image-embodied Knowledge Representation Learning

Ruo-Bing Xie, Zhiyuan Liu, Tat-Seng Chua, Huan-Bo Luan, Maosong Sun

International Joint Conference on Artificial Intelligence

DOI

2016

A Unified Framework for Community Detection and Network Representation Learning

Cun-Chao Tu, Xiangkai Zeng, Hao Wang, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun, Bo Zhang, Le-Yu Lin

IEEE Transactions on Knowledge and Data Engineering

DOI

2016

Joint Representation Learning of Text and Knowledge for Knowledge Graph Completion

Xu Han, Zhiyuan Liu, Maosong Sun

arXiv.org

2016

Representation Learning of Knowledge Graphs with Entity Descriptions

Ruo-Bing Xie, Zhiyuan Liu, Jia Jia, Huan-Bo Luan, Maosong Sun

AAAI Conference on Artificial Intelligence

DOI

2016

Knowledge Representation via Joint Learning of Sequential Text and Knowledge Graphs

Jiawei Wu, Ruo-Bing Xie, Zhiyuan Liu, Maosong Sun

arXiv.org

2016

Relation Classification via Multi-Level Attention CNNs

Linlin Wang, Zhu Cao, Gerard de Melo, Zhiyuan Liu

Annual Meeting of the Association for Computational Linguistics

DOI

2016

Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data

Maosong Sun, Xuanjing Huang, Hongfei Lin, Zhiyuan Liu, Y. Liu

Lecture Notes in Computer Science

DOI

2016

Incorporating Relation Paths in Neural Relation Extraction

Wenyuan Zeng, Yankai Lin, Zhiyuan Liu, Maosong Sun

Conference on Empirical Methods in Natural Language Processing

DOI

2015

将政治优势和学术优势转化为国防生培养的质量优势——高校高水平国防信息化人才培养模式初探

孙茂松，刘奕群，刘知远，贾珈，蔡英明

《计算机教育》

2015

Phrase Type Sensitive Tensor Indexing Model for Semantic Composition

Yu Zhao, Zhiyuan Liu, Maosong Sun

AAAI Conference on Artificial Intelligence

DOI

2015

Comprehend DeepWalk as Matrix Factorization

Cheng Yang, Zhiyuan Liu

arXiv.org

2015

A C-LSTM Neural Network for Text Classification

Chunting Zhou, Chonglin Sun, Zhiyuan Liu, F. Lau

arXiv.org

2015

Joint Learning of Character and Word Embeddings

Xin-Xiong Chen, Lei Xu, Zhiyuan Liu, Maosong Sun, Huan-Bo Luan

International Joint Conference on Artificial Intelligence

2015

Category Enhanced Word Embedding

Chunting Zhou, Chonglin Sun, Zhiyuan Liu, F. Lau

arXiv.org

2015

Incorporating Linguistic Knowledge for Learning Distributed Word Representations

Yan Wang, Zhiyuan Liu, Maosong Sun

PLoS ONE

DOI

2015

Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data: 14th China National Conference, CCL 2015 and Third International Symposium, NLP-NABD 2015, Guangzhou, China, November 13–14, 2015, Proceedings

Maosong Sun, Zhiyuan Liu, Min Zhang, Yang Liu

China National Conference on Chinese Computational Linguistics

DOI

2015

Representation Learning for Measuring Entity Relatedness with Rich Information

Yu Zhao, Zhiyuan Liu, Maosong Sun

International Joint Conference on Artificial Intelligence

2015

Online Learning of Interpretable Word Embeddings

Hong-Yin Luo, Zhiyuan Liu, Huan-Bo Luan, Maosong Sun

Conference on Empirical Methods in Natural Language Processing

DOI

2015

Statistical and semantic analysis of rumors in Chinese social media

Zhiyuan Liu, Le Zhang, Cun-Chao Tu, Maosong Sun

DOI

2015

Learning Entity and Relation Embeddings for Knowledge Graph Completion

Yankai Lin, Zhiyuan Liu, Maosong Sun, Yang Liu, Xuan Zhu

AAAI Conference on Artificial Intelligence

DOI

2015

Topical Word Embeddings

Y. Liu, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun

AAAI Conference on Artificial Intelligence

DOI

2015

Modeling Relation Paths for Representation Learning of Knowledge Bases

Yankai Lin, Zhiyuan Liu, Huan-Bo Luan, Maosong Sun, Siwei Rao, Song Liu

Conference on Empirical Methods in Natural Language Processing

DOI

2015

Tag Correspondence Model for User Tag Suggestion

Cun-Chao Tu, Zhiyuan Liu, Maosong Sun

Journal of Computational Science and Technology

DOI

2015

Learning Cross-lingual Word Embeddings via Matrix Co-factorization

Tianze Shi, Zhiyuan Liu, Yang Liu, Maosong Sun

Annual Meeting of the Association for Computational Linguistics

DOI

2015

PRISM: Profession Identification in Social Media with Personal Information and Community Structure

Cun-Chao Tu, Zhiyuan Liu, Maosong Sun

National Conference on Social Media Processing

DOI

2015

Network Representation Learning with Rich Text Information

Cheng Yang, Zhiyuan Liu, Deli Zhao, Maosong Sun, Edward Y. Chang

International Joint Conference on Artificial Intelligence

2014

语言计算的重要国际前沿

孙茂松，刘挺，姬东鸿，穗志方，赵军，张钹，吾守尔·斯拉木，俞士汶，朱军，李建民，刘洋，王厚峰，吐尔根·依布拉音，刘群，刘知远

《中文信息学报》

2014

ImgWordle: image and text visualization for events in microblogging services

Chong Kuang, Jiayu Tang, Zhiyuan Liu, Maosong Sun

International Working Conference on Advanced Visual Interfaces

DOI

2014

Discriminating gender on Chinese microblog: A study of online behaviour, writing style and preferred vocabulary

Li Li, Maosong Sun, Zhiyuan Liu

International Conference on Computing, Networking and Communications

DOI

2014

Inferring Correspondences from Multiple Sources for Microblog User Tags

Cun-Chao Tu, Zhiyuan Liu, Maosong Sun

National Conference on Social Media Processing

DOI

2014

Distant Supervision for Relation Extraction with Matrix Completion

Miao Fan, Deli Zhao, Qiang Zhou, Zhiyuan Liu, T. Zheng, Edward Y. Chang

Annual Meeting of the Association for Computational Linguistics

DOI

2014

Linking GloVe with word2vec

Tianze Shi, Zhiyuan Liu

arXiv.org

2014

A Unified Model for Word Sense Representation and Disambiguation

Xin-Xiong Chen, Zhiyuan Liu, Maosong Sun

Conference on Empirical Methods in Natural Language Processing

DOI

2014

Quantifying Chinese Happiness via Large-Scale Microblogging Data

Chong Kuang, Zhiyuan Liu, Maosong Sun, Feng Yu, Pengfei Ma

Web Information System and Application Conference

DOI

2013

基于中英平行专利语料的短语复述自动抽取研究

李莉，刘知远，孙茂松

《中文信息学报》

2013

社会媒体用户标签的分析与推荐

涂存超，刘知远，孙茂松

《图书情报工作》

2013

Creating reflections in public emotion visualization: prototype exploration on traffic theme

Jia-Yu Wu, Zhiyong Fu, Zhiyuan Liu, Xu Lin, Jiayu Tang, Jiajia Pan, Chen Zhao

Creativity & Cognition

DOI

2013

Measuring and Visualizing Interest Similarity between Microblog Users

Jiayu Tang, Zhiyuan Liu, Maosong Sun

Interational Conference on Web-Age Information Management

DOI

2013

Portraying user life status from microblogging posts

Jiayu Tang, Zhiyuan Liu, Maosong Sun, Jiahua Liu

DOI

2012

Tag Dispatch Model with Social Network Regularization for Microblog User Tag Suggestion

Zhiyuan Liu, Cun-Chao Tu, Maosong Sun

International Conference on Computational Linguistics

2012

Topical Word Trigger Model for Keyphrase Extraction

Zhiyuan Liu, Chen Liang, Maosong Sun

International Conference on Computational Linguistics

2012

Mining the interests of Chinese microbloggers via keyword extraction

Zhiyuan Liu, Xin-Xiong Chen, Maosong Sun

Frontiers of Computer Science

DOI

2012

Random Walks on Context-Aware Relation Graphs for Ranking Social Tags

Han Li, Zhiyuan Liu, Maosong Sun

International Conference on Computational Linguistics

2012

Expert Finding for Microblog Misinformation Identification

Chen Liang, Zhiyuan Liu, Maosong Sun

International Conference on Computational Linguistics

2012

City Flow: Prototype Exploration for Visualizing Urban Traffic Conversations

Jia-Yu Wu, Zhiyong Fu, Zhiyuan Liu, Jiajia Pan, Huiling Long, Xu Lin, Haoqing He, Xin-Xiong Chen, Jiayu Tang

2012 International Conference on Privacy, Security, Risk and Trust and 2012 International Confernece on Social Computing

DOI

2011

Why Press Backspace? Understanding User Input Behaviors in Chinese Pinyin Input Method

Ya-Bin Zheng, Li-Xing Xie, Zhiyuan Liu, Maosong Sun, Yang Zhang, Li-Yun Ru

Annual Meeting of the Association for Computational Linguistics

2011

PLDA+: Parallel latent dirichlet allocation with data placement and pipeline processing

Zhiyuan Liu, Yuzhou Zhang, E. Chang, Maosong Sun

TIST

DOI

2011

Automatic Keyphrase Extraction by Bridging Vocabulary Gap

Zhiyuan Liu, Xin-Xiong Chen, Ya-Bin Zheng, Maosong Sun

Conference on Computational Natural Language Learning

2011

User Behaviors in Related Word Retrieval and New Word Detection: A Collaborative Perspective

Zhiyuan Liu, Ya-Bin Zheng, Li-Xing Xie, Maosong Sun, Li-Yun Ru, Yang Zhang

TALIP

DOI

2011

Extracting Chinese abbreviation-definition pairs from anchor texts

Li-Xing Xie, Ya-Bin Zheng, Zhiyuan Liu, Maosong Sun, Can Wang

International Conference on Machine Learning and Computing

DOI

2011

A Simple Word Trigger Method for Social Tag Suggestion

Zhiyuan Liu, Xin-Xiong Chen, Maosong Sun

Conference on Empirical Methods in Natural Language Processing

2011

Can prior knowledge help graph-based methods for keyword extraction?

Zhiyuan Liu, Maosong Sun

DOI

2011

THUNLP at TAC KBP 2011 in Entity Linking

Yu Zhao, Wei-Peng He, Zhiyuan Liu, Maosong Sun

Text Analysis Conference

2010

Automatic Keyphrase Extraction via Topic Decomposition

Zhiyuan Liu, W. Huang, Ya-Bin Zheng, Maosong Sun

Conference on Empirical Methods in Natural Language Processing

2010

Domain-Specific Term Rankings Using Topic Models

Zhiyuan Liu, Maosong Sun

Asia Information Retrieval Symposium

DOI

2010

Growing Related Words from Seed via User Behaviors: A Re-Ranking Based Approach

Ya-Bin Zheng, Zhiyuan Liu, Li-Xing Xie

Annual Meeting of the Association for Computational Linguistics

2010

FolkDiffusion: A Graph-Based Tag Suggestion Method for Folksonomies

Zhiyuan Liu, Chuan Shi, Maosong Sun

Asia Information Retrieval Symposium

DOI

2010

Modeling Social Annotations via Latent Reason Identification

Xiance Si, Zhiyuan Liu, Maosong Sun

IEEE Intelligent Systems

DOI

2010

Explore the Structure of Social Tags by Subsumption Relations

Xiance Si, Zhiyuan Liu, Maosong Sun

International Conference on Computational Linguistics

2009

Quantifying Asymmetric Semantic Relations from Query Logs by Resource Allocation

Zhiyuan Liu, Ya-Bin Zheng, Maosong Sun

Pacific-Asia Conference on Knowledge Discovery and Data Mining

DOI

2009

Efficient Text Classification Using Term Projection

Ya-Bin Zheng, Zhiyuan Liu, Shao-Hua Teng, Maosong Sun

Asia Information Retrieval Symposium

DOI

2009

Content-based and Graph-based Tag Suggestion

Xiance Si, Zhiyuan Liu, Peng Li, Qixia Jiang, Maosong Sun

DC@PKDD/ECML

2009

Community Detection by Affinity Propagation

Zhiyuan Liu, Peng Li, Ya-Bin Zheng, Maosong Sun

2009

Incorporating User Behaviors in New Word Detection

Ya-Bin Zheng, Zhiyuan Liu, Maosong Sun, Li-Yun Ru, Yang Zhang

International Joint Conference on Artificial Intelligence

2009

Clustering to Find Exemplar Terms for Keyphrase Extraction

Zhiyuan Liu, Peng Li, Ya-Bin Zheng, Maosong Sun

Conference on Empirical Methods in Natural Language Processing

DOI

2008

汉语依存句法网络的复杂网络性质

刘知远，郑亚斌，孙茂松

《复杂系统与复杂性科学》

2008

Asymmetrical query recommendation method based on bipartite network resource allocation

Zhiyuan Liu, Maosong Sun

The Web Conference

DOI

2008

Text Classification Based on Transfer Learning and Self-Training

Ya-Bin Zheng, Shao-Hua Teng, Zhiyuan Liu, Maosong Sun

2008 Fourth International Conference on Natural Computation

DOI

2007

汉语词同现网络的小世界效应和无标度特性

刘知远，孙茂松

《中文信息学报》

会议论文

2016

Crossmodal Language Grounding, Learning, and Teaching.

Stefan Heinrich, Cornelius Weber, Stefan Wermter, Ruobing Xie, Yankai Lin, Zhiyuan Liu

neural information processing systems

预印本

2025

Cross-Task Experiential Learning on LLM-based Multi-Agent Collaboration

Yilong Li, Qian, Chen, Xia Yu, Ruijie Shi, Yufan Dang, Zihao Xie, You, Ziming, Weize Chen, Yang Cheng, Liu, Weichuan, Ye Tian, Xuantang Xiong, Lei Han, Zhiyuan Liu, Maosong Sun

arXiv (Cornell University)

DOI

2025

Personalized Learning Path Planning with Goal-Driven Learner State Modeling

Joy Jia Yin Lim, Ye He, Jifan Yu, Xin Cong, Daniel Zhang-Li, Zhiyuan Liu, Huiqin Liu, Lei Hou, Juanzi Li, Bin Xu

arXiv (Cornell University)

DOI

2025

Ultra-FineWeb: Efficient Data Filtering and Verification for High-Quality LLM Training Data

Yudong Wang, Zixuan Fu, Jie Cai, Tang, Peijun, Hongya Lyu, Yewei Fang, Zhi Zheng, Jie Zhou, Guoyang Zeng, Chaojun Xiao, Xu Han, Zhiyuan Liu

arXiv (Cornell University)

DOI

2024

KBAlign: Efficient Self Adaptation on Specific Knowledge Bases

Zheni Zeng, Yuxuan Chen, Yu Shi, Wang, Ruobing, Yukun Yan, Zhenghao Liu, Shuo Wang, Xu Han, Zhiyuan Liu, Maosong Sun

arXiv (Cornell University)

DOI

2024

RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards

Xinze Li, Sen Mei, Zhenghao Liu, Yukun Yan, Shuo Wang, Yu Shi, Zheni Zeng, Hao Chen, Ge Yu, Zhiyuan Liu, Maosong Sun, Chenyan Xiong

arXiv (Cornell University)

DOI

2024

Stuffed Mamba: Oversized States Lead to the Inability to Forget

Yingfa Chen, Xinrong Zhang, Shengding Hu, Han, Xu, Zhiyuan Liu, Maosong Sun

arXiv (Cornell University)

DOI

2024

Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence

Weize Chen, Ziming You, Li Ran, Yitong Guan, Qian Chen, Chenyang Zhao, Cheng Yang, Ruobing Xie, Zhiyuan Liu, Maosong Sun

arXiv (Cornell University)

DOI

2024

Scaling Large Language Model-based Multi-Agent Collaboration

Qian Chen, Zihao Xie, Yifei Wang, Liu, Wei, Zhu, Kunlun, Xia, Hanchen, Yufan Dang, Z. Z. Du, W. Chen, Cheng Yang, Zhiyuan Liu, Maosong Sun

arXiv (Cornell University)

DOI

2024

Advancing LLM Reasoning Generalists with Preference Trees

Lifan Yuan, Ganqu Cui, Hanbin Wang, Ning Ding, Wang, Xingyao, Deng, Jia, Boji Shan, Huimin Chen, Ruobing Xie, Yankai Lin, Zhenghao Liu, Bowen Zhou, Hao Peng, Zhiyuan Liu, Maosong Sun

arXiv (Cornell University)

DOI

2024

Mastering Text, Code and Math Simultaneously via Fusing Highly Specialized Language Models

Ning Ding, Yulin Chen, Ganqu Cui, Xingtai Lv, Zhao, Weilin, Ruobing Xie, Bowen Zhou, Zhiyuan Liu, Maosong Sun

arXiv (Cornell University)

DOI

2024

LLM-Oriented Retrieval Tuner

Si Sun, Hanqing Zhang, Zhiyuan Liu, Jie Bao, Dawei Song

arXiv (Cornell University)

DOI

2024

Controllable Preference Optimization: Toward Controllable Multi-Objective Alignment

Yiju Guo, Ganqu Cui, Lifan Yuan, Ning Ding, Sun, Zexu, Bowen Sun, Huimin Chen, Ruobing Xie, Jie Zhou, Yankai Lin, Zhiyuan Liu, Maosong Sun

arXiv (Cornell University)

DOI

2024

RepoAgent: An LLM-Powered Open-Source Framework for Repository-level Code Documentation Generation

Qinyu Luo, Yining Ye, Shihao Liang, Zhong Zhang, Yujia Qin, Yaxi Lu, Yesai Wu, Cong, Xin, Yankai Lin, Yingli Zhang, Xiaoyin Che, Zhiyuan Liu, Maosong Sun

arXiv (Cornell University)

DOI

2024

UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning Dataset

Haoyu Wang, Shuo Wang, Yukun Yan, Xujia Wang, Zhiyu Yang, Yuzhuang Xu, Zhenghao Liu, Yang, Liner, Ning Ding, Xu Han, Zhiyuan Liu, Maosong Sun

arXiv (Cornell University)

DOI

2024

ReLU$^2$ Wins: Discovering Efficient Activation Functions for Sparse LLMs

Zhengyan Zhang, Yixin Song, Yu, Guanghui, Xu Han, Yankai Lin, Chaojun Xiao, Chenyang Song, Zhiyuan Liu, Mi, Zeyu, Maosong Sun

arXiv (Cornell University)

DOI

2023

Experiential Co-Learning of Software-Developing Agents

Qian, Chen, Yufan Dang, Jiahao Li, Wei Liu, Xie, Zihao, Wang, Yifei, Weize Chen, Cheng Yang, Cong, Xin, Che, Xiaoyin, Zhiyuan Liu, Maosong Sun

arXiv (Cornell University)

DOI

2023

Enhancing Dense Retrievers' Robustness with Group-level Reweighting

Peixuan Han, Zhenghao Liu, Zhiyuan Liu, Chenyan Xiong

arXiv (Cornell University)

DOI

2023

Predicting Emergent Abilities with Infinite Resolution Evaluation

Shengding Hu, Xin Liu, Xu Han, Xinrong Zhang, Chaoqun He, Weilin Zhao, Yankai Lin, Ning Ding, Zebin Ou, Guoyang Zeng, Zhiyuan Liu, Maosong Sun

arXiv (Cornell University)

DOI

2023

Reformulating Vision-Language Foundation Models and Datasets Towards Universal Multimodal Assistants

Tianyu Yu, Jinyi Hu, Yuan Yao, Haoye Zhang, Yue Zhao, Chongyi Wang, Shan Wang, Yinxv Pan, Xue Jiao, Dahai Li, Zhiyuan Liu, Hai-Tao Zheng, Maosong Sun

arXiv (Cornell University)

DOI

2023

ConPET: Continual Parameter-Efficient Tuning for Large Language Models

Chenyang Song, Xu Han, Zheni Zeng, Kuai Li, Chen, Chen, Zhiyuan Liu, Maosong Sun, Tao Yang

arXiv (Cornell University)

DOI

2023

Rational Decision-Making Agent with Internalized Utility Judgment

Yining Ye, Xin Cong, Tian, Shizuo, Yujia Qin, Liu, Chong, Yankai Lin, Zhiyuan Liu, Maosong Sun

arXiv (Cornell University)

DOI

2023

AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors

Chen, Weize, Su, Yusheng, Jingwei Zuo, Cheng I. Yang, Chenfei Yuan, Chi-Min Chan, Yu, Heyang, Yaxi Lu, Hung, Yi-Hsin, Qian, Chen, Yujia Qin, Cong, Xin, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie Zhou

arXiv (Cornell University)

DOI

2023

Counterfactually Auditable Lifecycle Certification for Autonomous Agents

Qin, Yujia, Shihao Liang, Yining Ye, Kunlun Zhu, Lan Yan, Yaxi Lu, Yankai Lin, Xin Cong, Xiangru Tang, Bill Qian, Sihan Zhao, Hong, Lauren, Runchu Tian, Ruobing Xie, Jie Zhou, Mark Gerstein, Dahai Li, Zhiyuan Liu, Maosong Sun

arXiv (Cornell University)

DOI

2023

Exploring Format Consistency for Instruction Tuning

Shihao Liang, Runchu Tian, Kunlun Zhu, Yujia Qin, Huadong Wang, Xin Cong, Zhiyuan Liu, Xiaojiang Liu, Maosong Sun

arXiv (Cornell University)

DOI

2023

KoLA: Carefully Benchmarking World Knowledge of Large Language Models

Jifan Yu, Xiaozhi Wang, Shangqing Tu, Shulin Cao, Daniel Zhang-Li, Xin Lv, Hao Ming Peng, Zijun Yao, Xiaohan Zhang, Hanming Li, Chunyang Li, Zheyuan Zhang, Yushi Bai, Yantao Liu, Amy Xin, Nianyi Lin, Kaifeng Yun, Linlu Gong, Jianhui Chen, Zhili Wu, Yunjia Qi, Li, Weikai, Yong Guan, Kaisheng Zeng, Qi, Ji, Hailong Jin, Jinxin Liu, Gu, Yu, Yuan Yao, Ning Ding, Lei Hou, Zhiyuan Liu, Bin Xu, Jie Tang, Juanzi Li

arXiv (Cornell University)

DOI

2023

Revisiting Out-of-distribution Robustness in NLP: Benchmark, Analysis, and LLMs Evaluations

Lifan Yuan, Yangyi Chen, Ganqu Cui, Hongcheng Gao, Fangyuan Zou, Xingyi Cheng, Heng Ji, Zhiyuan Liu, Maosong Sun

arXiv (Cornell University)

DOI

2023

Fusion-in-T5: Unifying Document Ranking Signals for Improved Information Retrieval

Yu Shi, Chenghao Fan, Chenyan Xiong, Jin, David, Zhiyuan Liu, Zhenghao Liu

arXiv (Cornell University)

DOI

2023

Decoder-Only or Encoder-Decoder? Interpreting Language Model as a Regularized Encoder-Decoder

Zihao Fu, Wai Pang Lam, Qian Yu, Anthony Man–Cho So, Shengding Hu, Zhiyuan Liu, Nigel Collier

arXiv (Cornell University)

DOI

2022

Universal Vision-Language Dense Retrieval: Learning A Unified Representation Space for Multi-Modal Retrieval

Zhenghao Liu, Chenyan Xiong, Yuanhuiyi Lv, Zhiyuan Liu, Yu, Ge

arXiv (Cornell University)

DOI

2022

Delta Tuning: A Comprehensive Study of Parameter Efficient Methods for Pre-trained Language Models

Ning Ding, Yujia Qin, Guang Yang, Fuchao Wei, Zonghan Yang, Yu-Sheng Su, Shengding Hu, Yulin Chen, Chi-Min Chan, Weize Chen, Jing Yi, Weilin Zhao, Xiaozhi Wang, Zhiyuan Liu, Hai-Tao Zheng, Jianfei Chen, Liu, Yang, Jie Tang, Juanzi Li, Maosong Sun

arXiv (Cornell University)

DOI

2021

CUGE: A Chinese Language Understanding and Generation Evaluation Benchmark

Yuan Yao, Qingxiu Dong, Guan, Jian, Boxi Cao, Zhengyan Zhang, Chaojun Xiao, Xiaozhi Wang, Fanchao Qi, Bao, Junwei, Jinran Nie, Zheni Zeng, Yuxian Gu, Kun Zhou, Xuancheng Huang, Wenhao Li, Shuhuai Ren, Lu, Jinliang, Chengqiang Xu, Huadong Wang, Guoyang Zeng, Zile Zhou, Jiajun Zhang, Juanzi Li, Minlie Huang, Rui Yan, Xiaodong He, Xiaojun Wan, Zhao, Xin, Sun, Xu, Liu, Yang, Zhiyuan Liu, Xianpei Han, Erhong Yang, Zhifang Sui, Maosong Sun

arXiv (Cornell University)

DOI

2019

Learning from Explanations with Neural Execution Tree

Ziqi Wang, Yujia Qin, Wenxuan Zhou, Jun Yan, Qinyuan Ye, Leonardo Neves, Zhiyuan Liu, Xiang Ren

arXiv (Cornell University)

DOI

书籍章节

2023

Legal Knowledge Representation Learning

Chaojun Xiao, Zhiyuan Liu, Yankai Lin, Maosong Sun

Springer eBooks

DOI

2023

Graph Representation Learning

Cheng Hong Yang, Yankai Lin, Zhiyuan Liu, Maosong Sun

Springer eBooks

DOI

2023

Cross-Modal Representation Learning

Yuan Yao, Zhiyuan Liu, Yankai Lin, Maosong Sun

Springer eBooks

DOI

2023

Ten Key Problems of Pre-trained Models: An Outlook of Representation Learning

Ning Ding, Weize Chen, Zhengyan Zhang, Shengding Hu, Ganqu Cui, Yuan Yao, Yujia Qin, Zheni Zeng, Xu Han, Zhiyuan Liu, Yankai Lin, Maosong Sun

Springer eBooks

DOI

2023

OpenBMB: Big Model Systems for Large-Scale Representation Learning

Guoyang Zeng, Xu Han, Zhengyan Zhang, Zhiyuan Liu, Yankai Lin, Maosong Sun

Springer eBooks

DOI

2023

Sememe-Based Lexical Knowledge Representation Learning

Yujia Qin, Zhiyuan Liu, Yankai Lin, Maosong Sun

Springer eBooks

DOI

2023

Representation Learning and NLP

Zhiyuan Liu, Maosong Sun

Springer eBooks

DOI

2023

Robust Representation Learning

Ganqu Cui, Zhiyuan Liu, Yankai Lin, Maosong Sun

Springer eBooks

DOI

2023

Knowledge Representation Learning and Knowledge-Guided NLP

Xu Han, Weize Chen, Zhiyuan Liu, Yankai Lin, Maosong Sun

Springer eBooks

DOI

2023

Pre-trained Models for Representation Learning

Yankai Lin, Ning Ding, Zhiyuan Liu, Maosong Sun

Springer eBooks

DOI

2023

Word Representation Learning

Shengding Hu, Zhiyuan Liu, Yankai Lin, Maosong Sun

Springer eBooks

DOI

2023

Representation Learning for Compositional Semantics

Ning Ding, Yankai Lin, Zhiyuan Liu, Maosong Sun

Springer eBooks

DOI

2023

Sentence and Document Representation Learning

Ning Ding, Yankai Lin, Zhiyuan Liu, Maosong Sun

Springer eBooks

DOI

2023

Biomedical Knowledge Representation Learning

Zheni Zeng, Zhiyuan Liu, Yankai Lin, Maosong Sun

Springer eBooks

DOI

2021

Network Embedding for Graphs with Node Attributes

Cheng Hong Yang, Chuan Shi, Zhiyuan Liu, Cunchao Tu, Maosong Sun

Synthesis lectures on artificial intelligence and machine learning

DOI

2021

The Basics of Network Embedding

Cheng Hong Yang, Chuan Shi, Zhiyuan Liu, Cunchao Tu, Maosong Sun

Synthesis lectures on artificial intelligence and machine learning

DOI

2021

Network Embedding for Recommendation Systems on LBSNs

Cheng Hong Yang, Chuan Shi, Zhiyuan Liu, Cunchao Tu, Maosong Sun

Synthesis lectures on artificial intelligence and machine learning

DOI

2021

Network Embedding for Heterogeneous Graphs

Cheng Hong Yang, Chuan Shi, Zhiyuan Liu, Cunchao Tu, Maosong Sun

Synthesis lectures on artificial intelligence and machine learning

DOI

2021

Network Embedding for Graphs with Node Contents

Cheng Hong Yang, Chuan Shi, Zhiyuan Liu, Cunchao Tu, Maosong Sun

Synthesis lectures on artificial intelligence and machine learning

DOI

2021

Network Embedding for Large-Scale Graphs

Cheng Hong Yang, Chuan Shi, Zhiyuan Liu, Cunchao Tu, Maosong Sun

Synthesis lectures on artificial intelligence and machine learning

DOI

2021

Network Embedding for Information Diffusion Prediction

Cheng Hong Yang, Chuan Shi, Zhiyuan Liu, Cunchao Tu, Maosong Sun

Synthesis lectures on artificial intelligence and machine learning

DOI

2021

Network Embedding for Social Relation Extraction

Cheng Hong Yang, Chuan Shi, Zhiyuan Liu, Cunchao Tu, Maosong Sun

Synthesis lectures on artificial intelligence and machine learning

DOI

2021

Network Embedding for Community-Structured Graphs

Cheng Hong Yang, Chuan Shi, Zhiyuan Liu, Cunchao Tu, Maosong Sun

Synthesis lectures on artificial intelligence and machine learning

DOI

2021

Revisiting Attributed Network Embedding: A GCN-Based Perspective

Cheng Hong Yang, Chuan Shi, Zhiyuan Liu, Cunchao Tu, Maosong Sun

Synthesis lectures on artificial intelligence and machine learning

DOI

2021

Future Directions of Network Embedding

Cheng Hong Yang, Chuan Shi, Zhiyuan Liu, Cunchao Tu, Maosong Sun

Synthesis lectures on artificial intelligence and machine learning

DOI

2021

Network Embedding for General Graphs

Cheng Hong Yang, Chuan Shi, Zhiyuan Liu, Cunchao Tu, Maosong Sun

Synthesis lectures on artificial intelligence and machine learning

DOI

2021

Network Embedding for Graphs with Node Labels

Cheng Hong Yang, Chuan Shi, Zhiyuan Liu, Cunchao Tu, Maosong Sun

Synthesis lectures on artificial intelligence and machine learning

DOI

2020

Graph Attention Networks

Zhiyuan Liu, Jie Zhou

Synthesis lectures on artificial intelligence and machine learning

DOI

2020

Graph Convolutional Networks

Zhiyuan Liu, Jie Zhou

Synthesis lectures on artificial intelligence and machine learning

DOI

2020

Vanilla Graph Neural Networks

Zhiyuan Liu, Jie Zhou

Synthesis lectures on artificial intelligence and machine learning

DOI

2020

Word Representation

Zhiyuan Liu, Yankai Lin, Maosong Sun

Springer eBooks

DOI

2020

Graph Recurrent Networks

Zhiyuan Liu, Jie Zhou

Synthesis lectures on artificial intelligence and machine learning

DOI

2020

Sentence Representation

Zhiyuan Liu, Yankai Lin, Maosong Sun

Springer eBooks

DOI

2020

Compositional Semantics

Zhiyuan Liu, Yankai Lin, Maosong Sun

Springer eBooks

DOI

2020

Basics of Neural Networks

Zhiyuan Liu, Jie Zhou

Synthesis lectures on artificial intelligence and machine learning

DOI

2020

Network Representation

Zhiyuan Liu, Yankai Lin, Maosong Sun

Springer eBooks

DOI

2020

RETRACTED CHAPTER: Document Representation

Zhiyuan Liu, Yankai Lin, Maosong Sun

Springer eBooks

DOI

2020

Resources

Zhiyuan Liu, Yankai Lin, Maosong Sun

Springer eBooks

DOI

2020

Outlook

Zhiyuan Liu, Yankai Lin, Maosong Sun

Springer eBooks

DOI

2020

Open Resources

Zhiyuan Liu, Zhou Jie

Synthesis lectures on artificial intelligence and machine learning

DOI

2020

Variants for Advanced Training Methods

Zhiyuan Liu, Jie Zhou

Synthesis lectures on artificial intelligence and machine learning

DOI

2020

Graph Residual Networks

Zhiyuan Liu, Jie Zhou

Synthesis lectures on artificial intelligence and machine learning

DOI

2020

Variants for Different Graph Types

Zhiyuan Liu, Jie Zhou

Synthesis lectures on artificial intelligence and machine learning

DOI

2020

Basics of Math and Graph

Zhiyuan Liu, Jie Zhou

Synthesis lectures on artificial intelligence and machine learning

DOI

2020

Applications - Other Scenarios

Zhiyuan Liu, Jie Zhou

Synthesis lectures on artificial intelligence and machine learning

DOI

2020

Conclusion

Zhiyuan Liu, Jie Zhou

Synthesis lectures on artificial intelligence and machine learning

DOI

2020

Introduction

Zhiyuan Liu, Jie Zhou

Synthesis lectures on artificial intelligence and machine learning

DOI

2020

Applications - Structural Scenarios

Zhiyuan Liu, Jie Zhou

Synthesis lectures on artificial intelligence and machine learning

DOI

2020

Applications - Non-Structural Scenarios

Zhiyuan Liu, Jie Zhou

Synthesis lectures on artificial intelligence and machine learning

DOI

2020

General Frameworks

Zhiyuan Liu, Jie Zhou

Synthesis lectures on artificial intelligence and machine learning

DOI

书籍

2023

Representation Learning for Natural Language Processing

Zhiyuan Liu, Yankai Lin, Maosong Sun

Springer eBooks

DOI

2020

Introduction to Graph Neural Networks

Zhiyuan Liu, Jie Zhou

Synthesis lectures on artificial intelligence and machine learning

DOI

数据集

2019

Wikidata5m - knowledge graph (inductive)

Xiaozhi Wang, Tianyu Gao, Zhaocheng Zhu, Zhengyan Zhang, Zhiyuan Liu, Juanzi Li, Jian Tang

Zenodo (CERN European Organization for Nuclear Research)

DOI

2019

Wikidata5m - knowledge graph (transductive)

Xiaozhi Wang, Tianyu Gao, Zhaocheng Zhu, Zhengyan Zhang, Zhiyuan Liu, Juanzi Li, Jian Tang

Zenodo (CERN European Organization for Nuclear Research)

DOI

研究方向

知识图谱与语义计算社会计算与计算社会科学

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