百晓学者学者目录

侯磊

副研究员、助理研究员，清华大学

精选作品

期刊论文

2026

Are LLMs Syllogistic Reasoners? A Mechanistic Interpretation Perspective via Activation Patching

Zhidian Huang, Jinxin Liu, Zijun Yao, Weichuan Liu, Xiaoyin Che, Lei Hou, Juanzi Li

Lecture notes in computer science

DOI

2026

Personalized Learning Path Planning through 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, Beibei Xu

ACM Web Conference (WWW)

DOI

2026

Can Large Language Models Effectively Support Decision-Making in Sudden Emergencies?

Mengna Zhu, Ji-Bing Wu, Li-Hua Liu, Yuran Gong, Yang Hao, Ya-Chao Fu, Mao Wang, Lei Hou, Juan-Zi Li

Annual Meeting of the Association for Computational Linguistics

DOI

2026

Guiding LLM Post-training Data Engineering with Model Internals from Sparse Autoencoders

Yi Jing, Z. Dai, Jin-Wu Hu, Zijun Yao, Lei Hou, Juan-Zi Li, Xiao-Zhi Wang

arXiv.org

DOI

2026

Can LLM-as-a-Judge Reliably Verify Rubrics in Agentic Scenarios?

Yangda Peng, Yunjia Qi, Hao Peng, Haotian Xia, Guanzhong He, Xin Shi, Richeng Xuan, Songyuanyi Lu, Yi-Xian Liu, Zhi-Chao Hu, Yu-Hong Liu, Lei Hou, Bin Xu, Juan-Zi Li

arXiv.org

DOI

2026

MM-THEBench: Do Reasoning MLLMs Think Reasonably?

Zhidian Huang, Zi-Jun Yao, Ji Qi, Shangqing Tu, Jun Ma, Jinxin Liu, Wei-Chuan Liu, Xiaoyin Che, Lei Hou, Juan-Zi Li

arXiv.org

DOI

2026

An LMM for Precisely Grounding Elements in Documents

Yijian Lu, Chuang-Xin Zhao, Kai Sun, Lei Hou, Juan-Zi Li, Ji Qi

arXiv.org

DOI

2026

Chaining the Evidence: Robust Reinforcement Learning for Deep Search Agents with Citation-Aware Rubric Rewards

Jia-Jie Zhang, Xin Lv, Ling Feng, Lei Hou, Juan-Zi Li

Annual Meeting of the Association for Computational Linguistics

DOI

2026

WildReward: Learning Reward Models from In-the-Wild Human Interactions

Hao Peng, Yunjia Qi, Xiaozhi Wang, Zi-Jun Yao, Lei Hou, Juan-Zi Li

Annual Meeting of the Association for Computational Linguistics

DOI

2026

On the Paradoxical Interference between Instruction-Following and Task Solving

Yunjia Qi, Hao Peng, Xin Shi, Amy Xin, Xiaozhi Wang, Bin Xu, Lei Hou, Juan-Zi Li

arXiv.org

DOI

2026

StoryAlign: Evaluating and Training Reward Models for Story Generation

Hao-Tian Xia, Hao Peng, Yunjia Qi, Xiao-Zhi Wang, Bin Xu, Lei Hou, Juan-Zi Li

arXiv.org

DOI

2026

LongTraceRL: Learning Long-Context Reasoning from Search Agent Trajectories with Rubric Rewards

Nianyi Lin, Jia-Jie Zhang, Lei Hou, Juan-Zi Li

arXiv.org

DOI

2026

RPC-Bench: A Fine-grained Benchmark for Research Paper Comprehension

Yelin Chen, Fanjin Zhang, Suping Sun, Yunhe Pang, Yuanchun Wang, Jian Song, Xiaoyan Li, Lei Hou, Shu Zhao, Jie Tang, Juan-Zi Li

Annual Meeting of the Association for Computational Linguistics

DOI

2026

MAIC-UI: Making Interactive Courseware with Generative UI

Shangqing Tu, Yanjia Li, Ke-Yu Chen, Si Zhang, Ji-Fan Yu, Daniel Zhang-Li, Lei Hou, Juan-Zi Li, Yu Zhang, Hui-Qin Liu

arXiv.org

DOI

2026

Where Steering Signals Come From: Activation Source Selection in Activation Steering

Jia-Ran Ye, Ling-Xu Ran, Zi-Jun Yao, Chen-Peng Wang, Yong Jiang, Lei Hou, Juan-Zi Li, Liang-Ming Pan

arXiv.org

DOI

2026

EurekAgent: Agent Environment Engineering is All You Need For Autonomous Scientific Discovery

Amy Xin, Jiening Siow, Junjie Wang, Zijun Yao, Fanjin Zhang, Jian Song, Lei Hou, Juan-Zi Li

arXiv.org

DOI

2025

LLMAEL: Large Language Models are Good Context Augmenters for Entity Linking

Amy Xin, Yunjia Qi, Zijun Yao, Fangwei Zhu, Kaisheng Zeng, Bin Xu, Lei Hou, Juanzi Li

ACM International Conference on Information and Knowledge Management (CIKM)

DOI

2025

Constraint Back-translation Improves Complex Instruction Following of Large Language Models

Yunjia Qi, Hao You Peng, Xiaozhi Wang, Bin Xu, Lei Hou, Juanzi Li

ACM International Conference on Information and Knowledge Management (CIKM)

DOI

2025

Document-Level Relation Extraction With Low Entity Redundancy Feature Map

Rongen Yan, Depeng Dang, Keqin Peng, Yakun Li, Ye Tao, Lei Hou, Juanzi Li, Jie Tang

IEEE Transactions on Knowledge and Data Engineering

DOI

2025

Knowledge-to-Jailbreak: Investigating Knowledge-driven Jailbreaking Attacks for Large Language Models

Shangqing Tu, Zhuoran Pan, Wenxuan Wang, Zhexin Zhang, Yuliang Sun, Jifan Yu, Hongning Wang, Lei Hou, Juanzi Li

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

DOI

2025

AtomR: Atomic Operator-Empowered Large Language Models for Heterogeneous Knowledge Reasoning

Amy Xin, Jinxin Liu, Zijun Yao, Zhicheng Lee, Shulin Cao, Lei Hou, Juanzi Li

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

DOI

2025

SoAy: A Solution-based LLM API-using Methodology for Academic Information Seeking

Yuanchun Wang, Jifan Yu, Zijun Yao, Jing Zhang, Yuyang Xie, Shangqing Tu, Yiyang Fu, Youhe Feng, Jinkai Zhang, Jingyao Zhang, Bowen Huang, Yuanyao Li, Huihui Yuan, Lei Hou, Juanzi Li, Jie Tang

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

DOI

2025

Interpeval: A Multi-Faceted Framework for Assessing Interpretability in Large Language Models

Jianhui Chen, Zijun Yao, Lei Hou, Juanzi Li

DOI

2025

Simulating Classroom Education with LLM-Empowered Agents

Zheyuan Zhang, Daniel Zhang-Li, Jifan Yu, Linlu Gong, Jinchang Zhou, Zhanxin Hao, Jianxiao Jiang, Jie Cao, Huiqin Liu, Zhiyuan Liu, Lei Hou, Juanzi Li

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

DOI

2025

LongCite: Enabling LLMs to Generate Fine-grained Citations in Long-Context QA

Jiajie Zhang, Yushi Bai, Xin Lv, Wanjun Gu, Danqing Liu, Minhao Zou, Shulin Cao, Lei Hou, Yuxiao Dong, Ling Feng, Juanzi Li

DOI

2025

AdaptThink: Reasoning Models Can Learn When to Think

Jiajie Zhang, Nianyi Lin, Lei Hou, Ling Feng, Juanzi Li

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2025

LongReward: Improving Long-context Large Language Models with AI Feedback

Jiajie Zhang, Zhongni Hou, Xin Lv, Shulin Cao, Zhenyu Hou, Yilin Niu, Lei Hou, Yuxiao Dong, Ling Feng, Juanzi Li

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2025

How do Transformers Learn Implicit Reasoning?

Jiaran Ye, Zijun Yao, Zhidian Huang, Liangming Pan, Jinxin Liu, Yushi Bai, Amy Xin, Weichuan Liu, Xiaoyin Che, Lei Hou, Juanzi Li

neural information processing systems

DOI

2025

Pre-training Distillation for Large Language Models: A Design Space Exploration

Hao Peng, Xin Lv, Yushi Bai, Zijun Yao, Jiajie Zhang, Lei Hou, Juanzi Li

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2025

Probing Fine-Grained Hierarchical Concept Comprehension and Generation in Large Language Models

Kai Sun, Yushi Bai, Shangqing Tu, Juanzi Li, Lei Hou

IEEE Transactions on Audio Speech and Language Processing

DOI

2025

Establishing Trustworthy LLM Evaluation via Shortcut Neuron Analysis

Kejian Zhu, Shangqing Tu, Zhuoran Jin, Lei Hou, Juanzi Li, Jun Zhao

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2025

StoryWriter: A Multi-Agent Framework for Long Story Generation

Haotian Xia, Hao You Peng, Yunjia Qi, Bin Xu, Juanzi Li, Lei Hou, Xiaozhi Wang

ACM International Conference on Information and Knowledge Management (CIKM)

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

VocQuiz: Vocabulary Question Generation for English Language Education

Yongqi Li, Jiajun Wu, Shangqing Tu, Jifan Yu, Huiqin Liu, Lei Hou, Juanzi Li

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

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

LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks

Yushi Bai, Shangqing Tu, Jiajie Zhang, Hao Peng, Xiaozhi Wang, Xin Lv, Shulin Cao, Jiazheng Xu, Lei Hou, Yuxiao Dong, Jie Tang, Juanzi Li

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2025

Boundary-Guided Policy Optimization for Memory-efficient RL of Diffusion Large Language Models

Nianyi Lin, Jia-Jie Zhang, Lei Hou, Juan-Zi Li

Annual Meeting of the Association for Computational Linguistics

DOI

2025

Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks

Yi-Xin Cao, Shibo Hong, Xinze Li, Jia-Hao Ying, Yubo Ma, Haiyuan Liang, Yan-Tao Liu, Zijun Yao, Xiao-Zhi Wang, Dan Huang, Wen-Xuan Zhang, Lifu Huang, Mu-Hao Chen, Lei Hou, Qianru Sun, Xingjun Ma, Zu-Xuan Wu, Min-Yen Kan, David Lo, Qi Zhang, Heng Ji, Jing Jiang, Juan-Zi Li, Aixin Sun, Xuan-Jing Huang, Tat-Seng Chua, Yu-Gang Jiang

arXiv.org

DOI

2025

AGENTIF: Benchmarking Large Language Models Instruction Following Ability in Agentic Scenarios

Yunjia Qi, Hao Peng, Xiaozhi Wang, Amy Xin, Youfeng Liu, Bin Xu, Lei Hou, Juan-Zi Li

Neural Information Processing Systems

DOI

2025

ReaRAG: Knowledge-guided Reasoning Enhances Factuality of Large Reasoning Models with Iterative Retrieval Augmented Generation

Zhicheng Lee, S. Cao, Jinxin Liu, Jia-Jie Zhang, Wei-Chuan Liu, Xiaoyin Che, Lei Hou, Juan-Zi Li

arXiv.org

DOI

2025

StockBench: Can LLM Agents Trade Stocks Profitably In Real-world Markets?

Yanxu Chen, Zi-Jun Yao, Yan-Tao Liu, Amy Xin, Jin Ye, Jia-Ning Yu, Lei Hou, Juan-Zi Li

arXiv.org

DOI

2025

LinguaLens: Towards Interpreting Linguistic Mechanisms of Large Language Models via Sparse Auto-Encoder

Yi Jing, Zi-Jun Yao, Hong-Zhu Guo, Ling-Xu Ran, Xiaozhi Wang, Lei Hou, Juan-Zi Li

Conference on Empirical Methods in Natural Language Processing

DOI

2025

DeepPrune: Parallel Scaling without Inter-trace Redundancy

Shangqing Tu, Yaxuan Li, Yushi Bai, Lei Hou, Juan-Zi Li

Annual Meeting of the Association for Computational Linguistics

DOI

2025

MRCEval: A Comprehensive, Challenging and Accessible Machine Reading Comprehension Benchmark

Shengkun Ma, Hao Peng, Lei Hou, Juan-Zi Li

arXiv.org

DOI

2025

VerIF: Verification Engineering for Reinforcement Learning in Instruction Following

Hao Peng, Yunjia Qi, Xiaozhi Wang, Bin Xu, Lei Hou, Juan-Zi Li

Conference on Empirical Methods in Natural Language Processing

DOI

2025

Are Reasoning Models More Prone to Hallucination?

Zi-Jun Yao, Yan-Tao Liu, Yanxu Chen, Jian-Hui Chen, Jun-Feng Fang, Lei Hou, Juan-Zi Li, Tat-Seng Chua

arXiv.org

DOI

2025

Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems

Hao Peng, Yunjia Qi, Xiaozhi Wang, Zi-Jun Yao, Bin Xu, Lei Hou, Juan-Zi Li

Annual Meeting of the Association for Computational Linguistics

DOI

2024

[Review] Exploring sequence-to-sequence taxonomy expansion via language model probing

Kai Sun, Jifan Yu, Juanzi Li, Lei Hou

Expert Systems With Applications，Vol. 239

DOI

2024

图神经网络研究综述

侯磊，刘金环，于旭，杜军威

《计算机科学》

2024

R-Eval: A Unified Toolkit for Evaluating Domain Knowledge of Retrieval Augmented Large Language Models

Shangqing Tu, Yuanchun Wang, Jifan Yu, Yuyang Xie, Yaran Shi, Xiaozhi Wang, Jing Zhang, Lei Hou, Juanzi Li

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

DOI

2024

XLORE 3: A Large-Scale Multilingual Knowledge Graph from Heterogeneous Wiki Knowledge Resources

Kaisheng Zeng, Hailong Jin, Xin Lv, Fangwei Zhu, Lei Hou, Yi Zhang, Fan Pang, Yu Qi, Dingxiao Liu, Juanzi Li, Ling Feng

ACM Transactions on Information Systems

DOI

2024

Towards Knowledge-Aware and Deep Reinforced Cross-Domain Recommendation Over Collaborative Knowledge Graph

Yakun Li, Lei Hou, Juanzi Li

IEEE Transactions on Knowledge and Data Engineering

DOI

2024

LongAlign: A Recipe for Long Context Alignment of Large Language Models

Yushi Bai, Xin Lv, Jiajie Zhang, Yuze He, Ji Qi, Lei Hou, Jie Tang, Yuxiao Dong, Juanzi Li

DOI

2024

How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering

Jinxin Liu, Shulin Cao, Jiaxin Shi, Tingjian Zhang, Lunyiu Nie, Linmei Hu, Lei Hou, Juanzi Li

DOI

2024

Construction of Multimodal Dialog System via Knowledge Graph in Travel Domain

Jing Wan, Minghui Yuan, Zhenhao Dong, Lei Hou, Jiawang Xie, Hongyin Zhu, Qinghua Wen

Lecture notes in computer science

DOI

2024

DiaKoP: Dialogue-based Knowledge-oriented Programming for Neural-symbolic Knowledge Base Question Answering

Zhicheng Lee, Zhidian Huang, Zijun Yao, Jinxin Liu, Amy Xin, Lei Hou, Juanzi Li

ACM International Conference on Information and Knowledge Management (CIKM)

DOI

2024

Event GDR: Event-Centric Generative Document Retrieval

Yong Guan, Dingxiao Liu, Jinchen Ma, Hao You Peng, Xiaozhi Wang, Lei Hou, Ru Li

ACM Web Conference (WWW)

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

Improving the Consistency of Semantic Parsing in KBQA Through Knowledge Distillation

Jun Zou, Shulin Cao, Jing Wan, Lei Hou, Jianjun Xu

Lecture notes in computer science

DOI

2024

Fine-Grained Category Generation for Sets of Entities

Yexing Du, Jifan Yu, Jing Wan, Jianjun Xu, Lei Hou

Lecture notes in computer science

DOI

2024

Exploring the Effectiveness of Student Behavior in Prerequisite Relation Discovery for Concepts

Jifan Yu, Hanming Li, Gan Luo, Yankai Lin, Peng Li, Jianjun Xu, Lei Hou, Bin Xu

Lecture notes in computer science

DOI

2024

LC4EE: LLMs as Good Corrector for Event Extraction

Mengna Zhu, Kaisheng Zeng, Ji-Bing Wu, Li-Hua Liu, Hongbin Huang, Lei Hou, Juan-Zi Li

Annual Meeting of the Association for Computational Linguistics

DOI

2024

EventSum: A Large-Scale Event-Centric Summarization Dataset for Chinese Multi-News Documents

Mengna Zhu, Kaisheng Zeng, Mao Wang, Kaiming Xiao, Lei Hou, Hongbin Huang, Juan-Zi Li

AAAI Conference on Artificial Intelligence

DOI

2024

ADELIE: Aligning Large Language Models on Information Extraction

Yunjia Qi, Hao Peng, Xiaozhi Wang, Bin Xu, Lei Hou, Juan-Zi Li

Conference on Empirical Methods in Natural Language Processing

DOI

2024

KB-Plugin: A Plug-and-play Framework for Large Language Models to Induce Programs over Low-resourced Knowledge Bases

Jia-Jie Zhang, S. Cao, Lin-Mei Hu, Ling Feng, Lei Hou, Juan-Zi Li

Conference on Empirical Methods in Natural Language Processing

DOI

2024

Untangle the KNOT: Interweaving Conflicting Knowledge and Reasoning Skills in Large Language Models

Yan-Tao Liu, Zi-Jun Yao, Xin Lv, Yuchen Fan, S. Cao, Ji-Fan Yu, Lei Hou, Juan-Zi Li

International Conference on Language Resources and Evaluation

DOI

2024

DICE: Detecting In-distribution Contamination in LLM's Fine-tuning Phase for Math Reasoning

Shangqing Tu, Kejian Zhu, Yushi Bai, Zi-Jun Yao, Lei Hou, Juan-Zi Li

arXiv.org

DOI

2024

MM-MATH: Advancing Multimodal Math Evaluation with Process Evaluation and Fine-grained Classification

Kai Sun, Yushi Bai, Ji Qi, Lei Hou, Juan-Zi Li

Conference on Empirical Methods in Natural Language Processing

DOI

2024

CogCoM: A Visual Language Model with Chain-of-Manipulations Reasoning

Ji Qi, Ming Ding, Weihan Wang, Yushi Bai, Qingsong Lv, Wen-Yi Hong, Bin Xu, Lei Hou, Juan-Zi Li, Yu-Xiao Dong, Jie Tang

International Conference on Learning Representations

2024

MAVEN-Fact: A Large-scale Event Factuality Detection Dataset

Chunyang Li, Hao Peng, Xiaozhi Wang, Yunjia Qi, Lei Hou, Bin Xu, Juan-Zi Li

Conference on Empirical Methods in Natural Language Processing

DOI

2024

Event-level Knowledge Editing

Hao Peng, Xiao-Zhi Wang, Chunyang Li, Kaisheng Zeng, Jiang-Shan Duo, Yixin Cao, Lei Hou, Juan-Zi Li

arXiv.org

DOI

2024

Reverse That Number! Decoding Order Matters in Arithmetic Learning

Daniel Zhang-Li, Nianyi Lin, Ji-Fan Yu, Zheyuan Zhang, Zi-Jun Yao, Xiao-Kang Zhang, Lei Hou, Jing Zhang, Juan-Zi Li

arXiv.org

DOI

2024

Aligning Teacher with Student Preferences for Tailored Training Data Generation

Yan-Tao Liu, Zhao Zhang, Zi-Jun Yao, S. Cao, Lei Hou, Juan-Zi Li

arXiv.org

DOI

2024

SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation

Zi-Jun Yao, Weijian Qi, Liang-Ming Pan, S. Cao, Lin-Mei Hu, Wei-Chuan Liu, Lei Hou, Juan-Zi Li

Annual Meeting of the Association for Computational Linguistics

DOI

2024

Towards Understanding Safety Alignment: A Mechanistic Perspective from Safety Neurons

Jian-Hui Chen, Xiaozhi Wang, Zijun Yao, Yushi Bai, Lei Hou, Juan-Zi Li

Neural Information Processing Systems

DOI

2024

A Cause-Effect Look at Alleviating Hallucination of Knowledge-grounded Dialogue Generation

Ji-Fan Yu, Xiaohan Zhang, Yi-Fan Xu, Xuanyu Lei, Zi-Jun Yao, Jing Zhang, Lei Hou, Juan-Zi Li

International Conference on Language Resources and Evaluation

DOI

2024

RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style

Yan-Tao Liu, Zijun Yao, Rui Min, Yixin Cao, Lei Hou, Juan-Zi Li

International Conference on Learning Representations

DOI

2024

Evaluating Generative Language Models in Information Extraction as Subjective Question Correction

Yuchen Fan, Yan-Tao Liu, Zi-Jun Yao, Ji-Fan Yu, Lei Hou, Juan-Zi Li

International Conference on Language Resources and Evaluation

DOI

2023

HKGCL: Hierarchical graph contrastive learning for multi-domain recommendation over knowledge graph

Yakun Li, Lei Hou, Dongmei Li, Juanzi Li

Expert Systems With Applications，Vol. 233

DOI

2023

多策略中文开放关系抽取方法

温清华，朱洪银，侯磊，李涓子

《中文信息学报》

2023

知识库问答研究进展与展望

曹书林，史佳欣，侯磊，李涓子

《计算机学报》

2023

融合注意力机制和指针标注的实体关系联合抽取方法

唐楠楠，陈吉，侯磊，王星

《小型微型计算机系统》

2023

A Survey of Knowledge Enhanced Pre-Trained Language Models

Linmei Hu, Zeyi Liu, Ziwang Zhao, Lei Hou, Liqiang Nie, Juanzi Li

IEEE Transactions on Knowledge and Data Engineering

DOI

2023

Unveiling the Black Box of PLMs with Semantic Anchors: Towards Interpretable Neural Semantic Parsing

Lunyiu Nie, Jiuding Sun, Yanlin Wang, Lun Du, Han Shi, Dongmei Zhang, Lei Hou, Juanzi Li, Jidong Zhai

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2023

Exploring the Cognitive Knowledge Structure of Large Language Models: An Educational Diagnostic Assessment Approach

Zheyuan Zhang, Jifan Yu, Juanzi Li, Lei Hou

DOI

2023

GOAL: A Challenging Knowledge-grounded Video Captioning Benchmark for Real-time Soccer Commentary Generation

Ji Qi, Jifan Yu, Teng Tu, Kunyu Gao, Yifan Xu, Xinyu Guan, Xiaozhi Wang, Bin Xu, Lei Hou, Juanzi Li, Jie Tang

ACM International Conference on Information and Knowledge Management (CIKM)

DOI

2023

LittleMu: Deploying an Online Virtual Teaching Assistant via Heterogeneous Sources Integration and Chain of Teach Prompts

Shangqing Tu, Zheyuan Zhang, Jifan Yu, Chunyang Li, Siyu Zhang, Zijun Yao, Lei Hou, Juanzi Li

ACM International Conference on Information and Knowledge Management (CIKM)

DOI

2023

MoocRadar: A Fine-grained and Multi-aspect Knowledge Repository for Improving Cognitive Student Modeling in MOOCs

Jifan Yu, Mengying Lu, Qingyang Zhong, Zijun Yao, Shangqing Tu, Zhengshan Liao, Xiaoya Li, Manli Li, Lei Hou, Hai-Tao Zheng, Juanzi Li, Jie Tang

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

DOI

2023

VisKoP: Visual Knowledge oriented Programming for Interactive Knowledge Base Question Answering

Zijun Yao, Yuanyong Chen, Xin Lv, Shulin Cao, Amy Xin, Jifan Yu, Hailong Jin, Jianjun Xu, Peng Zhang, Lei Hou, Juanzi Li

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2023

Learn to Not Link: Exploring NIL Prediction in Entity Linking

Fangwei Zhu, Jifan Yu, Hailong Jin, Lei Hou, Juanzi Li, Zhifang Sui

DOI

2023

Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering

Jiajie Zhang, Shulin Cao, Tingjian Zhang, Xin Lv, Juanzi Li, Lei Hou, Jiaxin Shi, Qi Chuan Tian

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2023

Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions

Shulin Cao, Jiajie Zhang, Jiaxin Shi, Xin Lv, Zijun Yao, Qi Chuan Tian, Lei Hou, Juanzi Li

DOI

2023

KoRC: Knowledge Oriented Reading Comprehension Benchmark for Deep Text Understanding

Zijun Yao, Yantao Liu, Xin Lv, Shulin Cao, Jifan Yu, Juanzi Li, Lei Hou

DOI

2023

WaterBench: Towards Holistic Evaluation of Watermarks for Large Language Models

Shangqing Tu, Yuliang Sun, Yushi Bai, Ji-Fan Yu, Lei Hou, Juan-Zi Li

Annual Meeting of the Association for Computational Linguistics

DOI

2023

Benchmarking Foundation Models with Language-Model-as-an-Examiner

Yushi Bai, Jiahao Ying, Yixin Cao, Xin Lv, Yuze He, Xiaozhi Wang, Ji-Fan Yu, Kaisheng Zeng, Yijia Xiao, Haozhe Lyu, Jia-Yin Zhang, Juan-Zi Li, Lei Hou

Neural Information Processing Systems

DOI

2023

Distantly Supervised Course Concept Extraction in MOOCs with Academic Discipline

Mengyin Lu, Yuquan Wang, Ji-Fan Yu, Yexing Du, Lei Hou, Juan-Zi Li

Annual Meeting of the Association for Computational Linguistics

DOI

2023

Preserving Knowledge Invariance: Rethinking Robustness Evaluation of Open Information Extraction

Ji Qi, Chuchu Zhang, Xiaozhi Wang, Kaisheng Zeng, Ji-Fan Yu, Jinxin Liu, Jiuding Sun, Yuxiang Chen, Lei Hou, Juan-Zi Li, Bin Xu

Conference on Empirical Methods in Natural Language Processing

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, Juan-Zi Li, Zhi-Yuan Liu, Wei-Xing Shen

Annual Meeting of the Association for Computational Linguistics

DOI

2023

Language-independent Taxonomy Derivation from Wikipedia via Multi-task Adversarial Learning

S. Cao, Zi-Jun Yao, Lei Hou, Juan-Zi Li

Wikidata@ISWC

2022

Entity knowledge transfer-oriented dual-target cross-domain recommendations

Yakun Li, Qiang Wu, Lei Hou, Juanzi Li

Expert Systems With Applications，Vol. 195

DOI

2022

Preference-aware Graph Attention Networks for Cross-Domain Recommendations with Collaborative Knowledge Graph

Yakun Li, Lei Hou, Juanzi Li

ACM Transactions on Information Systems

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

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

SQUIRE: A Sequence-to-sequence Framework for Multi-hop Knowledge Graph Reasoning

Yushi Bai, Xin Lv, Juanzi Li, Lei Hou, Yincen Qu, Zelin Dai, Feiyu Xiong

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

Triple-as-Node Knowledge Graph and Its Embeddings

Xin Lv, Jiaxin Shi, Shulin Cao, Lei Hou, Juanzi Li

Lecture notes in computer science

DOI

2022

CStory: A Chinese Large-scale News Storyline Dataset

Kaijie Shi, Xiaozhi Wang, Jifan Yu, Lei Hou, Juanzi Li, Jingtong Wu, Dingyu Yong, Jinghui Xiao, Qun Liu

Proceedings of the ... ACM International Conference on Information & Knowledge Management

DOI

2022

XDAI: A Tuning-free Framework for Exploiting Pre-trained Language Models in Knowledge Grounded Dialogue Generation

Jifan Yu, Xiaohan Zhang, Yifan Xu, Xuanyu Lei, Xinyu Guan, Jing Zhang, Lei Hou, Juanzi Li, Jie Tang

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

DOI

2022

Dependency Parsing via Sequence Generation

Boda Lin, Zijun Yao, Jiaxin Shi, Shulin Cao, Binghao Tang, Si Li, Yong Luo, Juanzi Li, Lei Hou

DOI

2022

KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Base

Shulin Cao, Jiaxin Shi, Liangming Pan, Lunyiu Nie, Yutong Xiang, Lei Hou, Juanzi Li, Bin He, Hanwang Zhang

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

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

Syntactically Robust Training on Partially-Observed Data for Open Information Extraction

Ji Qi, Yuxiang Chen, Lei Hou, Juanzi Li, Bin Xu

DOI

2022

How Can Cross-lingual Knowledge Contribute Better to Fine-Grained Entity Typing?

Hailong Jin, Tiansi Dong, Lei Hou, Juanzi Li, Hui Chen, Zelin Dai, Yincen Qu

Findings of the Association for Computational Linguistics: ACL 2022

DOI

2022

Answering Complex Logical Queries on Knowledge Graphs via Query Computation Tree Optimization

Yushi Bai, Xin Lv, Juan-Zi Li, Lei Hou

International Conference on Machine Learning

DOI

2022

A Roadmap for Big Model

Sha Yuan, Hanyu Zhao, Shuai Zhao, Jiahong Leng, Yangxiao Liang, Xiao-Zhi Wang, Ji-Fan Yu, Xin Lv, Zhou Shao, Jiaao He, Yan-Kai Lin, Xu Han, Zheng-Hao Liu, Ning Ding, Yongming Rao, Yizhao Gao, L. Zhang, Ming Ding, Cong Fang, Yisen Wang, Ming-Sheng Long, Jing Zhang, Yinpeng Dong, Tianyu Pang, Peng Cui, Lingxiao Huang, Zhengxuan Liang, Hua-Wei Shen, Hui Zhang, Quanshi Zhang, Qing-Xiu Dong, Zhi-Xing Tan, Mingxuan Wang, Shuo Wang, Long Zhou, Hao-Ran Li, Junwei Bao, Ying-Wei Pan, Weinan Zhang, Zhou Yu, Rui Yan, Chence Shi, Minghao Xu, Zuo-Bai Zhang, Guoqiang Wang, X. Pan, Meng-Jie Li, Xiaoyu Chu, Zijun Yao, Fangwei Zhu, S. Cao, Wei-Cheng Xue, Zi-Xuan Ma, Zheng-Yan Zhang, Sheng-Ding Hu, Yu-Jia Qin, Chao-Jun Xiao, Zhe-Ni Zeng, Ganqu Cui, Weize Chen, Weilin Zhao, Yuan Yao, Peng Li, Wen-Zhao Zheng, Wen-Liang Zhao, Ziyi Wang, Borui Zhang, Nanyi Fei, Anwen Hu, Zenan Ling, Hao-Yang Li, Bo-Xi Cao, Xian-Pei Han, W. Zhan, Bao-Bao Chang, Hao Sun, Jia Deng, Chu-Jie Zheng, Juan-Zi Li, Lei Hou, Xi-Gong Cao, Ji-Dong Zhai, Zhi-Yuan Liu, Maosong Sun, Jiwen Lu, Zhi-Gang Lu, Qing-Yu Jin, Rui-Hua Song, Jiaxin Wen, Zhou Lin, Liwei Wang, Hang Su, Junting Zhu, Zhi-Fang Sui, Jia-Jun Zhang, Yang Liu, Xiao-Dong He, Minlie Huang, Jian Tang, Jie Tang

arXiv.org

DOI

2022

Towards a General Pre-training Framework for Adaptive Learning in MOOCs

Qingyang Zhong, Ji-Fan Yu, Zheyuan Zhang, Yiming Mao, Yuquan Wang, Yan-Kai Lin, Lei Hou, Juan-Zi Li, Jie Tang

arXiv.org

DOI

2022

GraphQ IR: Unifying Semantic Parsing of Graph Query Language with Intermediate Representation

Lun-Yiu Nie, S. Cao, Jiaxin Shi, Qingwen Tian, Lei Hou, Juan-Zi Li, Ji-Dong Zhai

arXiv.org

2021

基于百科语料的中英文双语词典提取

王星，单力秋，侯磊，于济凡，陈吉，陶明阳

《中文信息学报》

2021

基于维基百科的冬奥会概念下的低频词条双语迭代扩展

王星，陶明阳，侯磊，于济凡，单力秋，张馨如，陈吉

《中文信息学报》

2021

TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph

Jiaxin Shi, Shulin Cao, Lei Hou, Juanzi Li, Hanwang Zhang

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2021

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

Xin Lv, Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu, Yichi Zhang, Zelin Dai

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2021

Multimodal Entity Tagging with Multimodal Knowledge Base

Hao Peng, Hang Li, Lei Hou, Juan-Zi Li, Chao Qiao

arXiv.org

2021

MOOCCubeX: A Large Knowledge-centered Repository for Adaptive Learning in MOOCs

Jifan Yu, Yuquan Wang, Qingyang Zhong, Gan Luo, Yiming Mao, Kai Sun, Wenzheng Feng, Wei Xiang Xu, Shulin Cao, Kaisheng Zeng, Zijun Yao, Lei Hou, Yankai Lin, Peng Li, Jie Zhou, Bin Xu, Juanzi Li, Jie Tang, Maosong Sun

Proceedings of the ... ACM International Conference on Information & Knowledge Management

DOI

2021

TWAG: A Topic-Guided Wikipedia Abstract Generator

Fangwei Zhu, Shangqing Tu, Jiaxin Shi, Juanzi Li, Lei Hou, Tong Cui

DOI

2021

Interpretable and Low-Resource Entity Matching via Decoupling Feature Learning from Decision Making

Zijun Yao, Chengjiang Li, Tiansi Dong, Xin Lv, Jifan Yu, Lei Hou, Juanzi Li, Yichi Zhang, Zelin Dai

DOI

2021

CLEVE: Contrastive Pre-training for Event Extraction

Ziqi Wang, Xiaozhi Wang, Xu Han, Yankai Lin, Lei Hou, Zhiyuan Liu, Peng Li, Juanzi Li, Jie Zhou

DOI

2021

A comprehensive survey of entity alignment for knowledge graphs

Kaisheng Zeng, Chengjiang Li, Lei Hou, Juanzi Li, Ling Feng

AI Open

DOI

2021

Multi-Grained Dependency Graph Neural Network for Chinese Open Information Extraction

Zhiheng Lyu, Kaijie Shi, Xin Li, Lei Hou, Juanzi Li, Binheng Song

Lecture notes in computer science

DOI

2021

Type-Aware Open Information Extraction via Graph Augmentation Model

Qinghua Wen, Yunzhe Tian, Xiaohui Zhang, Ruoyun Hu, Jinsong Wang, Lei Hou, Juanzi Li

Communications in computer and information science

DOI

2021

Encoding the Meaning Triangle (Object, Entity, and Concept) as the Semantic Foundation for Entity Alignment

Kaisheng Zeng, Chengjiang Li, Yan Qi, Xin Lv, Lei Hou, Guozheng Peng, Juanzi Li, Ling Feng

Lecture notes in computer science

DOI

2021

Sememe Tree Prediction for English-Chinese Word Pairs

Baoju Liu, Xuejun Shang, Liqing Liu, Yuanpeng Tan, Lei Hou, Juanzi Li

Communications in computer and information science

DOI

2021

Expertise-Aware Crowdsourcing Taxonomy Enrichment

Yuquan Wang, Yanpeng Wang, Yiming Mao, Jifan Yu, Kaisheng Zeng, Lei Hou, Juanzi Li, Jie Tang

Lecture notes in computer science

DOI

2021

Iterative Strict Density-Based Clustering for News Stream

Kaijie Shi, Jiaxin Shi, Yu Jie Zhou, Lei Hou, Juanzi Li

Lecture notes in computer science

DOI

2021

Predicting Categorial Sememe for English-Chinese Word Pairs via Representations in Explainable Sememe Space

Baoju Liu, Lei Hou, Xin Lv, Juanzi Li, Jinghui Xiao

Lecture notes in computer science

DOI

2021

Program Transfer and Ontology Awareness for Semantic Parsing in KBQA

S. Cao, Jiaxin Shi, Zijun Yao, Lei Hou, Juan-Zi Li, Jing-Hui Xiao

arXiv.org

2021

Learning from Miscellaneous Other-Class Words for Few-shot Named Entity Recognition

Meihan Tong, Shuai Wang, Bin Xu, Yixin Cao, Ming-Hui Liu, Lei Hou, Juan-Zi Li

Annual Meeting of the Association for Computational Linguistics

DOI

2021

Exploring Low-dimensional Intrinsic Task Subspace via Prompt Tuning

Yujia Qin, Xiaozhi Wang, Yusheng Su, Yan-Kai Lin, Ning Ding, Zhi-Yuan Liu, Juan-Zi Li, Lei Hou, Peng Li, Maosong Sun, Jie Zhou

arXiv.org

2020

Image Enhanced Event Detection in News Articles

Meihan Tong, Shuai Wang, Yixin Cao, Bin Xu, Juanzi Li, Lei Hou, Tat‐Seng Chua

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2020

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

Jifan Yu, Gan Luo, Tong Xiao, Qingyang Zhong, Yuquan Wang, Wenzheng Feng, Junyi Luo, Chenyu Wang, Lei Hou, Juanzi Li, Zhiyuan Liu, Jie Tang

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2020

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

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

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2020

ExpanRL: Hierarchical Reinforcement Learning for Course Concept Expansion in MOOCs

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

Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the International Joint Conference on Natural Language Processing (AACL-IJCNLP)

DOI

2020

Reinforcement Learning for Named Entity Recognition from Noisy Data

Jing Wan, Haoming Li, Lei Hou, Juaizi Li

Lecture notes in computer science

DOI

2020

Improving Low-Resource Chinese Event Detection with Multi-task Learning

Meihan Tong, Bin Xu, Shuai Wang, Lei Hou, Juaizi Li

Lecture notes in computer science

DOI

2020

Geographical Information Enhanced POI Hierarchical Classification

Shaopeng Liu, Jifan Yu, Juanzi Li, Lei Hou

Lecture notes in computer science

DOI

2020

Event-Oriented Wiki Document Generation

Fangwei Zhu, Zhengguo Wang, Juanzi Li, Lei Hou, Jiaxin Shi, Shining Lv, Ran Shen, Junjun Jiang

Lecture notes in computer science

DOI

2020

DSEL: A Domain-Specific Entity Linking System

Xinru Zhang, Huifang Xu, Yixin Cao, Yuanpeng Tan, Lei Hou, Juanzi Li, Jiaxin Shi

Lecture notes in computer science

DOI

2020

Keys as Features for Graph Entity Matching

Ting Deng, Lei Hou, Ziyan Han

IEEE International Conference on Data Engineering

DOI

2019

XLORE2: Large-scale Cross-lingual Knowledge Graph Construction and Application

Hailong Jin, Chengjiang Li, Jing Zhang, Lei Hou, Juanzi Li, Peng Zhang

Data Intelligence

DOI

2019

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

Xin Lv, Yuxian Gu, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu

DOI

2019

DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization

Jiaxin Shi, Liang Chen, Lei Hou, Juanzi Li, Zhiyuan Liu, Hanwang Zhang

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2019

Learning to Embed Sentences Using Attentive Recursive Trees

Jiaxin Shi, Lei Hou, Juanzi Li, Zhiyuan Liu, Hanwang Zhang

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2019

Semi-supervised Entity Alignment via Joint Knowledge Embedding Model and Cross-graph Model

Chengjiang Li, Yixin Cao, Lei Hou, Jiaxin Shi, Juanzi Li, Tat‐Seng Chua

DOI

2019

Learning Multilingual Sentence Embeddings from Monolingual Corpus

Shuai Wang, Lei Hou, Juanzi Li, Meihan Tong, Jiabo Jiang

Lecture notes in computer science

DOI

2019

Fine-Grained Entity Typing via Hierarchical Multi Graph Convolutional Networks

Hailong Jin, Lei Hou, Juanzi Li, Tiansi Dong

DOI

2019

Domain Adaptive Question Answering over Knowledge Base

Yulai Yang, Lei Hou, Hailong Jin, Peng Zhang, Juanzi Li, Yi Huang, Min Qiang Hu

Lecture notes in computer science

DOI

2019

Leveraging Multi-head Attention Mechanism to Improve Event Detection

Meihan Tong, Bin Xu, Lei Hou, Juanzi Li, Shuai Wang

Lecture notes in computer science

DOI

2019

Unsupervised Cross-Lingual Sentence Representation Learning via Linguistic Isomorphism

Shuai Wang, Lei Hou, Meihan Tong

Lecture notes in computer science

DOI

2019

How Important Is POS to Dependency Parsing? Joint POS Tagging and Dependency Parsing Neural Networks

Hsuehkuan Lu, Lei Hou, Juanzi Li

Lecture notes in computer science

DOI

2018

基于词向量的中文事件发现及表示

张斌，胡琳梅，侯磊，李涓子

《模式识别与人工智能》

2018

Attributed and Predictive Entity Embedding for Fine-Grained Entity Typing in Knowledge Bases

Hailong Jin, Lei Hou, Juanzi Li, Tiansi Dong

International Conference on Computational Linguistics

2018

Differentiating Concepts and Instances for Knowledge Graph Embedding

Xin Lv, Lei Hou, Juanzi Li, Zhiyuan Liu

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2018

Type Hierarchy Enhanced Heterogeneous Network Embedding for Fine-Grained Entity Typing in Knowledge Bases

Hailong Jin, Lei Hou, Juanzi Li

Lecture notes in computer science

DOI

2018

Category Multi-representation: A Unified Solution for Named Entity Recognition in Clinical Texts

Jiangtao Zhang, Juanzi Li, Shuai Wang, Yan Zhang, Yixin Cao, Lei Hou, Xiaoli Li

Lecture notes in computer science

DOI

2018

Metadata Extraction for Scientific Papers

Binjie Meng, Lei Hou, Erhong Yang, Juanzi Li

Lecture notes in computer science

DOI

2018

Is a Common Phrase an Entity Mention or Not? Dual Representations for Domain-Specific Named Entity Recognition

Jiangtao Zhang, Juanzi Li, Xiaoli Li, Yixin Cao, Lei Hou, Shuai Wang

Lecture notes in computer science

DOI

2017

知识图谱研究综述

李涓子，侯磊

《山西大学学报(自然科学版)》

2017

Adaptive online event detection in news streams

Linmei Hu, Bin Zhang, Lei Hou, Juanzi Li

Knowledge-Based Systems

DOI

2017

Learning to Align Comments to News Topics

Lei Hou, Juanzi Li, Xiaoli Li, Jie Tang, Xiaofei Guo

ACM Transactions on Information Systems

DOI

2017

XLink: An Unsupervised Bilingual Entity Linking System

Jing Zhang, Yixin Cao, Lei Hou, Juanzi Li, Hai-Tao Zheng

Lecture notes in computer science

DOI

2017

Cross-Lingual Infobox Alignment in Wikipedia Using Entity-Attribute Factor Graph

Yan Zhang, Thomas Paradis, Lei Hou, Juanzi Li, Jing Zhang, Hai-Tao Zheng

Lecture notes in computer science

DOI

2016

Detecting Public Influence on News Using Topic-Aware Dynamic Granger Test

Lei Hou, Juanzi Li, Xiaoli Li, Jianbin Jin

Lecture notes in computer science

DOI

2015

Target Detection and Knowledge Learning for Domain Restricted Question Answering

Mengdi Zhang, Tao Huang, Yixin Cao, Lei Hou

Lecture notes in computer science

DOI

2015

Measuring the Influence from User-Generated Content to News via Cross-dependence Topic Modeling

Lei Hou, Juanzi Li, Xiaoli Li, Yu Su

Lecture notes in computer science

DOI

2015

Personalized Model Combination for News Recommendation in Microblogs

Rémi Lam, Lei Hou, Juanzi Li

Lecture notes in computer science

DOI

2014

NewsMiner: Multifaceted news analysis for event search

Lei Hou, Juanzi Li, Zhichun Wang, Jie Tang, Peng Zhang, Ruibing Yang, Qian Sheng Zheng

Knowledge-Based Systems

DOI

2013

What users care about: a framework for social content alignment

Lei Hou, Juanzi Li, Xiaoli Li, Jiangfeng Qu, Xiaofei Guo, Hui Ou, Jie Tang

2012

Exploration and Visualization of Administrator Network in Wikipedia

Jamal Yousaf, Juanzi Li, Haisu Zhang, Lei Hou

Lecture notes in computer science

DOI

2012

Personalized Diversity Search Based on User’s Social Relationships

Ming Li, Juanzi Li, Lei Hou, Hai-Tao Zheng

Lecture notes in computer science

DOI

2011

A Case Study of Multi-view News Exploration:Shanghai World Expo

Lu Lu, Lei Hou, Xiao Zhang, Zhichun Wang, Juan-Zi Li

2011

Multi-strategy combined ontology or instance matching method

Lei Hou, Jie Tang, Xiao Zhang, Juan-Zi Li, Zhichun Wang, Yue Zhao

2011

RiMOM2: A Flexible Ontology Matching Framework

Zhichun Wang, Xiao Zhang, Lei Hou, Juan-Zi Li

2010

RiMOM results for OAEI 2010

Zhichun Wang, Xiao Zhang, Lei Hou, Yue Zhao, Juanzi Li, Qi Jun Yu, Jie Tang

会议论文

2021

Construction of Multimodal Chinese Tourism Knowledge Graph

Jiawang Xie, Zhenhao Dong, Qinghua Wen, Hongyin Zhu, Hailong Jin, Lei Hou, Juanzi Li

Abstracts of the 7th International Conference of Pioneering Computer Scientists,Engineers and Educators(ICPCSEE 2021)Part II

DOI

2021

Learning Behavior-Aware Cognitive Diagnosis for Online Education Systems

Yiming Mao, Bin Xu, Jifan Yu, Yifan Fang, Jie Yuan, Juanzi Li, Lei Hou

Abstracts of the 7th International Conference of Pioneering Computer Scientists,Engineers and Educators(ICPCSEE 2021)Part II

DOI

预印本

2026

DeepWeaver: Bridging the Evidence Synthesis Gap in Open-Ended Question Answering

Xujia Wang, Yizhe Zhang, Bin Xu, Lei Hou, Juanzi Li

arXiv preprint

2026

TRAJDEBUG: Tracing Error Lifecycle to Identify Critical Failures in Long-Horizon Agent Trajectories

Yunjia Qi, Zehua Yin, Xintong Shi, Hao Peng, Songyuanyi Lu, Yixian Liu, Richeng Xuan, Yuhong Liu, Zhichao Hu, Xiaozhi Wang, Lei Hou, Bin Xu, Juanzi Li

arXiv preprint

2026

SAEVerbalizer: Generating Explanations for Sparse Autoencoder Features via Representation Verbalization

Weihan Meng, Hongzhu Guo, Yi Jing, Dewen Liu, Zijun Yao, Xiaozhi Wang, Lei Hou, Juanzi Li

arXiv preprint

2026

CogEvol: Towards Efficient and Reliable Learning Environment Generation

Shangqing Tu, Daniel Zhang-Li, Yucheng Wang, Shiyu Gan, Yanpeng Wang, Huiqiang Rong, Mofei Chen, Shen Yang, Yini Chen, Yinuo Duan, Binglin Liu, Ye He, Danqi Zheng, Zhanxin Hao, Yuxuan Wu, Mengting Tao, Yuqiu Liu, Jifan Yu, Juanzi Li, Bin Xu, Lei Hou, Huiqin Liu, Yu Zhang

arXiv preprint

2025

Auxiliary Metrics Help Decoding Skill Neurons in the Wild

Yixiu Zhao, Xiaozhi Wang, Zijun Yao, Lei Hou, Juanzi Li

arXiv (Cornell University)

DOI

2025

MMGeoLM: Hard Negative Contrastive Learning for Fine-Grained Geometric Understanding in Large Multimodal Models

Kai Sun, Yushi Bai, Zhen Yang, Jiajie Zhang, Ji Qi, Lei Hou, Juanzi Li

arXiv (Cornell University)

DOI

2025

PairJudge RM: Perform Best-of-N Sampling with Knockout Tournament

Yantao Liu, Zijun Yao, Min, Rui, Yixin Cao, Lei Hou, Juanzi Li

arXiv (Cornell University)

DOI

2025

Learning in Context: Personalizing Educational Content with Large Language Models to Enhance Student Learning

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

arXiv preprint

2025

WebSeer: Training Deeper Search Agents through Reinforcement Learning with Self-Reflection

Guanzhong He, Zhen Yang, Jinxin Liu, Bin Xu, Lei Hou, Juanzi Li

arXiv preprint

2025

LecEval: An Automated Metric for Multimodal Knowledge Acquisition in Multimedia Learning

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

arXiv preprint

2024

From MOOC to MAIC: Reshaping Online Teaching and Learning through LLM-driven Agents

Jifan Yu, Zheyuan Zhang, Daniel Zhang-Li, Shangqing Tu, Zhanxin Hao, Rui Li, Haoxuan Li, Yuanchun Wang, Li, Hanming, Linlu Gong, Jie Cao, Jiayin Lin, Jinchang Zhou, Fei Qin, Haohua Wang, Jianxiao Jiang, Lijun Deng, Zhan, Yisi, Chaojun Xiao, Dai, Xusheng, Yan Xuan, Nianyi Lin, Nan Zhang, Ni, Ruixin, Yang Dang, Lei Hou, Yu Zhang, Xu Han, Manli Li, Juanzi Li, Zhiyuan Liu, Huiqin Liu, Maosong Sun

arXiv (Cornell University)

DOI

2024

LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs

Yushi Bai, Jiajie Zhang, Xin Lv, Linzhi Zheng, Siqi Zhu, Lei Hou, Yuxiao Dong, Jie Tang, Juanzi Li

arXiv (Cornell University)

DOI

2024

TacoERE: Cluster-aware Compression for Event Relation Extraction

Yong Guan, Xiaozhi Wang, Lei Hou, Juanzi Li, Jeff Pan, Jiaoyan Chen, Freddy Lecue

arXiv preprint

2024

OpenEP: Open-Ended Future Event Prediction

Yong Guan, Hao Peng, Xiaozhi Wang, Lei Hou, Juanzi Li

arXiv preprint

2023

Mastering the Task of Open Information Extraction with Large Language Models and Consistent Reasoning Environment

Qi, Ji, Kaixuan Ji, Xiaozhi Wang, Jifan Yu, Kaisheng Zeng, Lei Hou, Juanzi Li, Bin Xu

arXiv (Cornell University)

DOI

2023

VidCoM: Fast Video Comprehension through Large Language Models with Multimodal Tools

Qi, Ji, Kaixuan Ji, Jifan Yu, Duokang Wang, Xu, Bin, Lei Hou, Juanzi Li

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

When does In-context Learning Fall Short and Why? A Study on Specification-Heavy Tasks

Hao Ming Peng, Xiaozhi Wang, Jianhui Chen, Li, Weikai, Yunjia Qi, Zimu Wang, Zhili Wu, Kaisheng Zeng, Xu Bin, Lei Hou, Juanzi Li

arXiv (Cornell University)

DOI

2023

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

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

arXiv (Cornell University)

DOI

2023

LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding

Yushi Bai, Xin Lv, Jiajie Zhang, Hongchang Lyu, Jiankai Tang, Zhidian Huang, Zhengxiao Du, Xiao Liu, Aohan Zeng, Lei Hou, Yuxiao Dong, Jie Tang, Juanzi Li

arXiv (Cornell University)

DOI

2023

ChatLog: Carefully Evaluating the Evolution of ChatGPT Across Time

Shangqing Tu, Chunyang Li, Jifan Yu, Xiaozhi Wang, Lei Hou, Juanzi Li

arXiv (Cornell University)

DOI

2023

OmniEvent: A Comprehensive, Fair, and Easy-to-Use Toolkit for Event Understanding

Hao Peng, Xiaozhi Wang, Feng Yao, Zimu Wang, Chuzhao Zhu, Kaisheng Zeng, Lei Hou, Juanzi Li

arXiv preprint

2022

EDUKG: a Heterogeneous Sustainable K-12 Educational Knowledge Graph

Bowen Zhao, Jiuding Sun, Bin Xu, Lu, Xingyu, Yuchen Li, Jifan Yu, Minghui Liu, Tingjian Zhang, Qiuyang Chen, Hanming Li, Lei Hou, Juanzi Li

arXiv (Cornell University)

DOI

2022

Step out of KG: Knowledge Graph Completion via Knowledgeable Retrieval and Reading Comprehension

Xin Lv, Yankai Lin, Zijun Yao, Kaisheng Zeng, Jiajie Zhang, Lei Hou, Juanzi Li

arXiv (Cornell University)

DOI

2022

ConstGCN: Constrained Transmission-based Graph Convolutional Networks for Document-level Relation Extraction

Qi, Ji, Bin Xu, Kaisheng Zeng, Jinxin Liu, Jifan Yu, Qi Gao, Juanzi Li, Lei Hou

arXiv (Cornell University)

DOI

2022

MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction

Xiaozhi Wang, Yulin Chen, Ning Ding, Hao Peng, Zimu Wang, Yankai Lin, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu, Peng Li, Jie Zhou

arXiv preprint

2022

Interactive Contrastive Learning for Self-supervised Entity Alignment

Kaisheng Zeng, Zhenhao Dong, Lei Hou, Yixin Cao, Minghao Hu, Jifan Yu, Xin Lv, Juanzi Li, Ling Feng

arXiv preprint

2022

LEVEN: A Large-Scale Chinese Legal Event Detection Dataset

Feng Yao, Chaojun Xiao, Xiaozhi Wang, Zhiyuan Liu, Lei Hou, Cunchao Tu, Juanzi Li, Yun Liu, Weixing Shen, Maosong Sun

arXiv preprint

2019

Course Concept Expansion in MOOCs with External Knowledge and Interactive Game

Jifan Yu, Chenyu Wang, Gan Luo, Lei Hou, Juanzi Li, Jie Tang, Zhiyuan Liu

arXiv preprint

DOI

2018

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

Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu, Chengjiang Li, Xu Chen, Tiansi Dong

arXiv preprint

2018

Neural Collective Entity Linking

Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu

arXiv preprint

书籍章节

2013

Co-mention and Context-Based Entity Linking

Qian Sheng Zheng, Juanzi Li, Zhichun Wang, Lei Hou

Springer proceedings in complexity

DOI

研究方向

知识图谱构建及应用大语言模型

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