江新｜北京语言大学｜学者主页

2026

ERR+: Sequential Entropy Resolution for Efficient and Decisive LLM Reasoning

Xin Jiang, Minhao Wang, Wen Wu, Zhentao Xie, Shangheng Du, Jinxin Shi, Jiabao Zhao

arXiv preprint

2026

YouZhi: Towards High-Concurrency Financial LLMs via Adaptive GQA-to-MLA Transition

PSBC LLM Team, Huawei LLM Team, Ruihan Long, Junjie Wu, Tianan Zhang, Duo Zhang, Yaozong Wu, Jinbin Fu, Chang Liu, Zhentao Tang, Wenshuang Yang, Xin Wang, Zhihao Song, Ning Huang, Wenjing Xu, Shuai Zong, Shupei Sun, Sen Wang, Jing Hu, Bin Wang, Xinyu Wang, Junkui Ju, Zequn Ding, Jie Ran, Man Luo, Shixiong Kai, Linkai Hou, Kaichao Liang, Hu Zhao, Yang Zhao, Shucheng Lin, Wei Yu, Chenghan Jiang, Jingjing Ding, Jiahui Zhang, Tian Jin, Yuhang Zhang, Dong Guo, Wei Sun, Jun Xie, Jianwei Li, Lei Cao, Pei Li, Jiabin Li, Jia Yuan, Rui Yuan, Jing Zhu, Mingxuan Yuan, Zhangcheng Lv, Xin Jiang, Xiuhong Fei, Xiaozhe Ren, Yulong Li, Zhipeng Zhang, Hang Wang, Zhaohui Xu, Rui Zhao, Yibo He, Xinzhuang Niu

arXiv preprint

2026

ARTIS: Agentic Risk-Aware Test-Time Scaling via Iterative Simulation

Xingshan Zeng, Lingzhi Wang, Weiwen Liu, Liangyou Li, Yasheng Wang, Lifeng Shang, Xin Jiang, Qun Liu

arXiv preprint

2026

What Makes Good Agentic Data? An ACE Lens on Data Generation for LLM Agents

Xingshan Zeng, Zishan Xu, Boju Zhang, Yuzhou Wu, Lingzhi Wang, Jianghao Lin, Liangyou Li, Yasheng Wang, Lifeng Shang, Xin Jiang, Weinan Zhang, Yong Yu, Qun Liu, Weiwen Liu

arXiv preprint

2026

Gradually Excavating External Knowledge for Implicit Complex Question Answering

Chang Liu, Xiaoguang Li, Lifeng Shang, Xin Jiang, Qun Liu, Edmund Y. Lam, Ngai Wong

arXiv preprint

2026

Predictive and feedback signals differently shape the formation of group-level and individualized language representations

Shuguang Yang, Shaoyun Yu, Xin Jiang, Suiping Wang, Gangyi Feng

arXiv preprint

2026

MoWorld: A Flash World Model

Team Moxin, Deyi Ji, Tianrun Chen, Xin Zhang, Jiale Yang, Qi Zhu, An Zhao, Zihao Xie, Han Wang, Xuanyi Liu, Yixiang Zhou, Pei Liu, Yi Tan, Cheng Chen, Dayi Zhu, Mingyu Wei, Hanjie Xu, Jun Liao, Siqi Li, Lingyu Lu, Hongye Fang, Hongming Tan, Youjiang Zhu, Taiyu Zhang, Zejian Li, Chaotao Ding, Zhipeng Liang, Wenxuan Song, Yi Li, Baochuan Yang, Xin Jiang, Ben Feng, Jingyuan Zou, Yanlin Liu, Rong Shi, Lingfeng Li, Liyi Yao, Lanyun Zhu, Yunhe Pan, Lingyun Sun

arXiv preprint

2026

WolfSociety: Understanding Collective Risk from Harmful-Agent Scaling in Financial Agent Societies

Lejun Zhang, Sarah Lu-Liang, Xin Jiang, Muning Wen, Weinan Zhang, Shangding Gu

arXiv preprint

2026

QiYao-M: Multimodal Time Series Foundation Model with Role-Aware Modeling of Endogenous and Exogenous Modalities

Hanyin Cheng, Linfeng Wang, Zhengbo Qu, Yang Shu, Zhongwen Rao, Meng Wang, Yijie Li, Xin Jiang, Bin Yang, Chenjuan Guo

arXiv preprint

2025

ToolACE-MT: Non-Autoregressive Generation for Agentic Multi-Turn Interaction

Xingshan Zeng, Weiwen Liu, Lingzhi Wang, Liangyou Li, Fei Mi, Yasheng Wang, Lifeng Shang, Xin Jiang, Qun Liu

arXiv preprint

2025

Learning to Align Multi-Faceted Evaluation: A Unified and Robust Framework

Kaishuai Xu, Tiezheng Yu, Wenjun Hou, Yi Cheng, Liangyou Li, Xin Jiang, Lifeng Shang, Qun Liu, Wenjie Li

arXiv preprint

2025

FLM-Audio: Natural Monologues Improves Native Full-Duplex Chatbots via Dual Training

Yiqun Yao, Xiang Li, Xin Jiang, Xuezhi Fang, Naitong Yu, Wenjia Ma, Aixin Sun, Yequan Wang

arXiv preprint

2025

A Survey on the Optimization of Large Language Model-based Agents

Shangheng Du, Jiabao Zhao, Jinxin Shi, Zhentao Xie, Xin Jiang, Yanhong Bai, Liang He

arXiv preprint

DOI

2025

Training Report of TeleChat3-MoE

Xinzhang Liu, Chao Wang, Zhihao Yang, Zhuo Jiang, Xuncheng Zhao, Haoran Wang, Lei Li, Dongdong He, Luobin Liu, Kaizhe Yuan, Han Gao, Zihan Wang, Yitong Yao, Sishi Xiong, Wenmin Deng, Haowei He, Kaidong Yu, Yu Zhao, Ruiyu Fang, Yuhao Jiang, Yingyan Li, Xiaohui Hu, Xi Yu, Jingqi Li, Yanwei Liu, Qingli Li, Xinyu Shi, Junhao Niu, Chengnuo Huang, Yao Xiao, Ruiwen Wang, Fengkai Li, Luwen Pu, Kaipeng Jia, Fubei Yao, Yuyao Huang, Xuewei He, Zhuoru Jiang, Ruiting Song, Rui Xue, Qiyi Xie, Jie Zhang, Zilu Huang, Zhaoxi Zhang, Zhilong Lu, Yanhan Zhang, Yin Zhang, Yanlei Xue, Zhu Yuan, Teng Su, Xin Jiang, Shuangyong Song, Yongxiang Li, Xuelong Li

arXiv preprint

2025

Self-Adjust Softmax

Chuanyang Zheng, Yihang Gao, Guoxuan Chen, Han Shi, Jing Xiong, Xiaozhe Ren, Chao Huang, Xin Jiang, Zhenguo Li, Yu Li

arXiv preprint

2025

Implicit Search via Discrete Diffusion: A Study on Chess

Jiacheng Ye, Zhenyu Wu, Jiahui Gao, Zhiyong Wu, Xin Jiang, Zhenguo Li, Lingpeng Kong

arXiv preprint

2025

Crowd Comparative Reasoning: Unlocking Comprehensive Evaluations for LLM-as-a-Judge

Qiyuan Zhang, Yufei Wang, Yuxin Jiang, Liangyou Li, Chuhan Wu, Yasheng Wang, Xin Jiang, Lifeng Shang, Ruiming Tang, Fuyuan Lyu, Chen Ma

arXiv preprint

2025

ToolACE-R: Model-aware Iterative Training and Adaptive Refinement for Tool Learning

Xingshan Zeng, Weiwen Liu, Xu Huang, Zezhong Wang, Lingzhi Wang, Liangyou Li, Yasheng Wang, Lifeng Shang, Xin Jiang, Ruiming Tang, Qun Liu

arXiv preprint

2025

Dream-Coder 7B: An Open Diffusion Language Model for Code

Zhihui Xie, Jiacheng Ye, Lin Zheng, Jiahui Gao, Jingwei Dong, Zirui Wu, Xueliang Zhao, Shansan Gong, Xin Jiang, Zhenguo Li, Lingpeng Kong

arXiv preprint

2025

Dream 7B: Diffusion Large Language Models

Jiacheng Ye, Zhihui Xie, Lin Zheng, Jiahui Gao, Zirui Wu, Xin Jiang, Zhenguo Li, Lingpeng Kong

arXiv preprint

2025

RoboEgo System Card: An Omnimodal Model with Native Full Duplexity

Yiqun Yao, Xiang Li, Xin Jiang, Xuezhi Fang, Naitong Yu, Aixin Sun, Yequan Wang

arXiv preprint

2024

MT-Eval: A Multi-Turn Capabilities Evaluation Benchmark for Large Language Models

Wai-Chung Kwan, Xingshan Zeng, Yuxin Jiang, Yufei Wang, Liangyou Li, Lifeng Shang, Xin Jiang, Qun Liu, Kam-Fai Wong

arXiv preprint

2024

Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios

Shijue Huang, Wanjun Zhong, Jianqiao Lu, Qi Zhu, Jiahui Gao, Weiwen Liu, Yutai Hou, Xingshan Zeng, Yasheng Wang, Lifeng Shang, Xin Jiang, Ruifeng Xu, Qun Liu

arXiv preprint

2024

CoCA: Regaining Safety-awareness of Multimodal Large Language Models with Constitutional Calibration

Jiahui Gao, Renjie Pi, Tianyang Han, Han Wu, Lanqing Hong, Lingpeng Kong, Xin Jiang, Zhenguo Li

arXiv preprint

2024

Scaling Law for Language Models Training Considering Batch Size

Xian Shuai, Yiding Wang, Yimeng Wu, Xin Jiang, Xiaozhe Ren

arXiv preprint

2024

Efficient Multi-modal Large Language Models via Visual Token Grouping

Minbin Huang, Runhui Huang, Han Shi, Yimeng Chen, Chuanyang Zheng, Xiangguo Sun, Xin Jiang, Zhenguo Li, Hong Cheng

arXiv preprint

2024

Open-domain Implicit Format Control for Large Language Model Generation

Yiqun Yao, Wenjia Ma, Xuezhi Fang, Xin Jiang, Xiang Li, Xuying Meng, Peng Han, Jing Li, Aixin Sun, Yequan Wang

arXiv preprint

2024

Forewarned is Forearmed: Leveraging LLMs for Data Synthesis through Failure-Inducing Exploration

Qintong Li, Jiahui Gao, Sheng Wang, Renjie Pi, Xueliang Zhao, Chuan Wu, Xin Jiang, Zhenguo Li, Lingpeng Kong

arXiv preprint

2024

SepLLM: Accelerate Large Language Models by Compressing One Segment into One Separator

Guoxuan Chen, Han Shi, Jiawei Li, Yihang Gao, Xiaozhe Ren, Yimeng Chen, Xin Jiang, Zhenguo Li, Weiyang Liu, Chao Huang

arXiv preprint

2024

Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning

Jiacheng Ye, Jiahui Gao, Shansan Gong, Lin Zheng, Xin Jiang, Zhenguo Li, Lingpeng Kong

arXiv preprint

2024

Bridging and Modeling Correlations in Pairwise Data for Direct Preference Optimization

Yuxin Jiang, Bo Huang, Yufei Wang, Xingshan Zeng, Liangyou Li, Yasheng Wang, Xin Jiang, Lifeng Shang, Ruiming Tang, Wei Wang

arXiv preprint

2024

Preparing Lessons for Progressive Training on Language Models

Yu Pan, Ye Yuan, Yichun Yin, Jiaxin Shi, Zenglin Xu, Ming Zhang, Lifeng Shang, Xin Jiang, Qun Liu

arXiv preprint

2024

DAPE V2: Process Attention Score as Feature Map for Length Extrapolation

Chuanyang Zheng, Yihang Gao, Han Shi, Jing Xiong, Jiankai Sun, Jingyao Li, Minbin Huang, Xiaozhe Ren, Michael Ng, Xin Jiang, Zhenguo Li, Yu Li

arXiv preprint

2024

Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models

Jiacheng Ye, Shansan Gong, Liheng Chen, Lin Zheng, Jiahui Gao, Han Shi, Chuan Wu, Xin Jiang, Zhenguo Li, Wei Bi, Lingpeng Kong

arXiv preprint

2024

Tele-FLM Technical Report

Xiang Li, Yiqun Yao, Xin Jiang, Xuezhi Fang, Chao Wang, Xinzhang Liu, Zihan Wang, Yu Zhao, Xin Wang, Yuyao Huang, Shuangyong Song, Yongxiang Li, Zheng Zhang, Bo Zhao, Aixin Sun, Yequan Wang, Zhongjiang He, Zhongyuan Wang, Xuelong Li, Tiejun Huang

arXiv preprint

2024

Sketch: A Toolkit for Streamlining LLM Operations

Xin Jiang, Xiang Li, Wenjia Ma, Xuezhi Fang, Yiqun Yao, Naitong Yu, Xuying Meng, Peng Han, Jing Li, Aixin Sun, Yequan Wang

arXiv preprint

2024

Not All Layers of LLMs Are Necessary During Inference

Siqi Fan, Xin Jiang, Xiang Li, Xuying Meng, Peng Han, Shuo Shang, Aixin Sun, Yequan Wang, Zhongyuan Wang

arXiv preprint

2024

Prompt-Based Length Controlled Generation with Multiple Control Types

Renlong Jie, Xiaojun Meng, Lifeng Shang, Xin Jiang, Qun Liu

arXiv preprint

2024

Visually Guided Generative Text-Layout Pre-training for Document Intelligence

Zhiming Mao, Haoli Bai, Lu Hou, Jiansheng Wei, Xin Jiang, Qun Liu, Kam-Fai Wong

arXiv preprint

2024

FlatQuant: Flatness Matters for LLM Quantization

Yuxuan Sun, Ruikang Liu, Haoli Bai, Han Bao, Kang Zhao, Yuening Li, Jiaxin Hu, Xianzhi Yu, Lu Hou, Chun Yuan, Xin Jiang, Wulong Liu, Jun Yao

arXiv preprint

2024

Subtle Errors in Reasoning: Preference Learning via Error-injected Self-editing

Kaishuai Xu, Tiezheng Yu, Wenjun Hou, Yi Cheng, Chak Tou Leong, Liangyou Li, Xin Jiang, Lifeng Shang, Qun Liu, Wenjie Li

arXiv preprint

2024

RevisEval: Improving LLM-as-a-Judge via Response-Adapted References

Qiyuan Zhang, Yufei Wang, Tiezheng YU, Yuxin Jiang, Chuhan Wu, Liangyou Li, Yasheng Wang, Xin Jiang, Lifeng Shang, Ruiming Tang, Fuyuan Lyu, Chen Ma

arXiv preprint

2024

ToolACE: Winning the Points of LLM Function Calling

Weiwen Liu, Xu Huang, Xingshan Zeng, Xinlong Hao, Shuai Yu, Dexun Li, Shuai Wang, Weinan Gan, Zhengying Liu, Yuanqing Yu, Zezhong Wang, Yuxian Wang, Wu Ning, Yutai Hou, Bin Wang, Chuhan Wu, Xinzhi Wang, Yong Liu, Yasheng Wang, Duyu Tang, Dandan Tu, Lifeng Shang, Xin Jiang, Ruiming Tang, Defu Lian, Qun Liu, Enhong Chen

arXiv preprint

2024

Mixture of insighTful Experts (MoTE): The Synergy of Thought Chains and Expert Mixtures in Self-Alignment

Zhili Liu, Yunhao Gou, Kai Chen, Lanqing Hong, Jiahui Gao, Fei Mi, Yu Zhang, Zhenguo Li, Xin Jiang, Qun Liu, James T. Kwok

arXiv preprint

2024

ToolFlow: Boosting LLM Tool-Calling Through Natural and Coherent Dialogue Synthesis

Zezhong Wang, Xingshan Zeng, Weiwen Liu, Liangyou Li, Yasheng Wang, Lifeng Shang, Xin Jiang, Qun Liu, Kam-Fai Wong

arXiv preprint

2024

Chain-of-Probe: Examining the Necessity and Accuracy of CoT Step-by-Step

Zezhong Wang, Xingshan Zeng, Weiwen Liu, Yufei Wang, Liangyou Li, Yasheng Wang, Lifeng Shang, Xin Jiang, Qun Liu, Kam-Fai Wong

arXiv preprint

2024

DAPE: Data-Adaptive Positional Encoding for Length Extrapolation

Chuanyang Zheng, Yihang Gao, Han Shi, Minbin Huang, Jingyao Li, Jing Xiong, Xiaozhe Ren, Michael Ng, Xin Jiang, Zhenguo Li, Yu Li

arXiv preprint

2024

YODA: Teacher-Student Progressive Learning for Language Models

Jianqiao Lu, Wanjun Zhong, Yufei Wang, Zhijiang Guo, Qi Zhu, Wenyong Huang, Yanlin Wang, Fei Mi, Baojun Wang, Yasheng Wang, Lifeng Shang, Xin Jiang, Qun Liu

arXiv preprint

2023

NewsDialogues: Towards Proactive News Grounded Conversation

Siheng Li, Yichun Yin, Cheng Yang, Wangjie Jiang, Yiwei Li, Zesen Cheng, Lifeng Shang, Xin Jiang, Qun Liu, Yujiu Yang

arXiv preprint

DOI

2023

Data Management For Training Large Language Models: A Survey

Zige Wang, Wanjun Zhong, Yufei Wang, Qi Zhu, Fei Mi, Baojun Wang, Lifeng Shang, Xin Jiang, Qun Liu

arXiv preprint

2023

DialogPaint: A Dialog-based Image Editing Model

Jingxuan Wei, Shiyu Wu, Xin Jiang, Yequan Wang

arXiv preprint

2023

AutoConv: Automatically Generating Information-seeking Conversations with Large Language Models

Siheng Li, Cheng Yang, Yichun Yin, Xinyu Zhu, Zesen Cheng, Lifeng Shang, Xin Jiang, Qun Liu, Yujiu Yang

arXiv preprint

DOI

2023

CAME: Confidence-guided Adaptive Memory Efficient Optimization

Yang Luo, Xiaozhe Ren, Zangwei Zheng, Zhuo Jiang, Xin Jiang, Yang You

arXiv preprint

2023

Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline

Zangwei Zheng, Xiaozhe Ren, Fuzhao Xue, Yang Luo, Xin Jiang, Yang You

arXiv preprint

2023

Reusing Pretrained Models by Multi-linear Operators for Efficient Training

Yu Pan, Ye Yuan, Yichun Yin, Zenglin Xu, Lifeng Shang, Xin Jiang, Qun Liu

arXiv preprint

2023

Aligning Large Language Models with Human: A Survey

Yufei Wang, Wanjun Zhong, Liangyou Li, Fei Mi, Xingshan Zeng, Wenyong Huang, Lifeng Shang, Xin Jiang, Qun Liu

arXiv preprint

2023

SELF: Self-Evolution with Language Feedback

Jianqiao Lu, Wanjun Zhong, Wenyong Huang, Yufei Wang, Qi Zhu, Fei Mi, Baojun Wang, Weichao Wang, Xingshan Zeng, Lifeng Shang, Xin Jiang, Qun Liu

arXiv preprint

2023

Quantifying and Attributing the Hallucination of Large Language Models via Association Analysis

Li Du, Yequan Wang, Xingrun Xing, Yiqun Ya, Xiang Li, Xin Jiang, Xuezhi Fang

arXiv preprint

2023

Improving Factual Consistency for Knowledge-Grounded Dialogue Systems via Knowledge Enhancement and Alignment

Boyang Xue, Weichao Wang, Hongru Wang, Fei Mi, Rui Wang, Yasheng Wang, Lifeng Shang, Xin Jiang, Qun Liu, Kam-Fai Wong

arXiv preprint

2023

Unsupervised Extractive Summarization with Learnable Length Control Strategies

Renlong Jie, Xiaojun Meng, Xin Jiang, Qun Liu

arXiv preprint

2023

nanoLM: an Affordable LLM Pre-training Benchmark via Accurate Loss Prediction across Scales

Yiqun Yao, Siqi fan, Xiusheng Huang, Xuezhi Fang, Xiang Li, Ziyi Ni, Xin Jiang, Xuying Meng, Peng Han, Shuo Shang, Kang Liu, Aixin Sun, Yequan Wang

arXiv preprint

2023

Prompt-Based Length Controlled Generation with Reinforcement Learning

Renlong Jie, Xiaojun Meng, Lifeng Shang, Xin Jiang, Qun Liu

arXiv preprint

2023

MART: Learning Hierarchical Music Audio Representations with Part-Whole Transformer

Dong Yao, Jieming Zhu, Jiahao Xun, Shengyu Zhang, Zhou Zhao, Liqun Deng, Wenqiao Zhang, Zhenhua Dong, Xin Jiang

arXiv preprint

2023

Enhancing Coherence of Extractive Summarization with Multitask Learning

Renlong Jie, Xiaojun Meng, Lifeng Shang, Xin Jiang, Qun Liu

arXiv preprint

2023

Gaining Wisdom from Setbacks: Aligning Large Language Models via Mistake Analysis

Kai Chen, Chunwei Wang, Kuo Yang, Jianhua Han, Lanqing Hong, Fei Mi, Hang Xu, Zhengying Liu, Wenyong Huang, Zhenguo Li, Dit-Yan Yeung, Lifeng Shang, Xin Jiang, Qun Liu

arXiv preprint

2023

EdgeFM: Leveraging Foundation Model for Open-set Learning on the Edge

Bufang Yang, Lixing He, Neiwen Ling, Zhenyu Yan, Guoliang Xing, Xian Shuai, Xiaozhe Ren, Xin Jiang

arXiv preprint

2023

FreeLM: Fine-Tuning-Free Language Model

Xiang Li, Xin Jiang, Xuying Meng, Aixin Sun, Yequan Wang

arXiv preprint

2022

Pan More Gold from the Sand: Refining Open-domain Dialogue Training with Noisy Self-Retrieval Generation

Yihe Wang, Yitong Li, Yasheng Wang, Fei Mi, Pingyi Zhou, Xin Wang, Jin Liu, Xin Jiang, Qun Liu

arXiv preprint

2022

Wukong: A 100 Million Large-scale Chinese Cross-modal Pre-training Benchmark

Jiaxi Gu, Xiaojun Meng, Guansong Lu, Lu Hou, Minzhe Niu, Xiaodan Liang, Lewei Yao, Runhui Huang, Wei Zhang, Xin Jiang, Chunjing Xu, Hang Xu

arXiv preprint

2022

A Study on Transformer Configuration and Training Objective

Fuzhao Xue, Jianghai Chen, Aixin Sun, Xiaozhe Ren, Zangwei Zheng, Xiaoxin He, Yongming Chen, Xin Jiang, Yang You

arXiv preprint

2022

Read before Generate! Faithful Long Form Question Answering with Machine Reading

Dan Su, Xiaoguang Li, Jindi Zhang, Lifeng Shang, Xin Jiang, Qun Liu, Pascale Fung

arXiv preprint

2022

Revisiting Pre-trained Language Models and their Evaluation for Arabic Natural Language Understanding

Abbas Ghaddar, Yimeng Wu, Sunyam Bagga, Ahmad Rashid, Khalil Bibi, Mehdi Rezagholizadeh, Chao Xing, Yasheng Wang, Duan Xinyu, Zhefeng Wang, Baoxing Huai, Xin Jiang, Qun Liu, Philippe Langlais

arXiv preprint

2022

Exploring Extreme Parameter Compression for Pre-trained Language Models

Yuxin Ren, Benyou Wang, Lifeng Shang, Xin Jiang, Qun Liu

arXiv preprint

2022

Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question Answering

Jiawei Zhou, Xiaoguang Li, Lifeng Shang, Lan Luo, Ke Zhan, Enrui Hu, Xinyu Zhang, Hao Jiang, Zhao Cao, Fan Yu, Xin Jiang, Qun Liu, Lei Chen

arXiv preprint

2022

Enabling Multimodal Generation on CLIP via Vision-Language Knowledge Distillation

Wenliang Dai, Lu Hou, Lifeng Shang, Xin Jiang, Qun Liu, Pascale Fung

arXiv preprint

2022

HyperPELT: Unified Parameter-Efficient Language Model Tuning for Both Language and Vision-and-Language Tasks

Zhengkun Zhang, Wenya Guo, Xiaojun Meng, Yasheng Wang, Yadao Wang, Xin Jiang, Qun Liu, Zhenglu Yang

arXiv preprint

2022

PERT: A New Solution to Pinyin to Character Conversion Task

Jinghui Xiao, Qun Liu, Xin Jiang, Yuanfeng Xiong, Haiteng Wu, Zhe Zhang

arXiv preprint

2022

Compilable Neural Code Generation with Compiler Feedback

Xin Wang, Yasheng Wang, Yao Wan, Fei Mi, Yitong Li, Pingyi Zhou, Jin Liu, Hao Wu, Xin Jiang, Qun Liu

arXiv preprint

2022

LiteVL: Efficient Video-Language Learning with Enhanced Spatial-Temporal Modeling

Dongsheng Chen, Chaofan Tao, Lu Hou, Lifeng Shang, Xin Jiang, Qun Liu

arXiv preprint

2022

UTC: A Unified Transformer with Inter-Task Contrastive Learning for Visual Dialog

Cheng Chen, Yudong Zhu, Zhenshan Tan, Qingrong Cheng, Xin Jiang, Qun Liu, Xiaodong Gu

arXiv preprint

2022

G-MAP: General Memory-Augmented Pre-trained Language Model for Domain Tasks

Zhongwei Wan, Yichun Yin, Wei Zhang, Jiaxin Shi, Lifeng Shang, Guangyong Chen, Xin Jiang, Qun Liu

arXiv preprint

2022

Lexicon-injected Semantic Parsing for Task-Oriented Dialog

Xiaojun Meng, Wenlin Dai, Yasheng Wang, Baojun Wang, Zhiyong Wu, Xin Jiang, Qun Liu

arXiv preprint

2022

KPT: Keyword-guided Pre-training for Grounded Dialog Generation

Qi Zhu, Fei Mi, Zheng Zhang, Yasheng Wang, Yitong Li, Xin Jiang, Qun Liu, Xiaoyan Zhu, Minlie Huang

arXiv preprint

2022

Pre-training Language Models with Deterministic Factual Knowledge

Shaobo Li, Xiaoguang Li, Lifeng Shang, Chengjie Sun, Bingquan Liu, Zhenzhou Ji, Xin Jiang, Qun Liu

arXiv preprint

2022

CorrectSpeech: A Fully Automated System for Speech Correction and Accent Reduction

Daxin Tan, Liqun Deng, Nianzu Zheng, Yu Ting Yeung, Xin Jiang, Xiao Chen, Tan Lee

arXiv preprint

2022

SPIRAL: Self-supervised Perturbation-Invariant Representation Learning for Speech Pre-Training

Wenyong Huang, Zhenhe Zhang, Yu Ting Yeung, Xin Jiang, Qun Liu

arXiv preprint

2022

How Pre-trained Language Models Capture Factual Knowledge? A Causal-Inspired Analysis

Shaobo Li, Xiaoguang Li, Lifeng Shang, Zhenhua Dong, Chengjie Sun, Bingquan Liu, Zhenzhou Ji, Xin Jiang, Qun Liu

arXiv preprint

2022

Wukong-Reader: Multi-modal Pre-training for Fine-grained Visual Document Understanding

Haoli Bai, Zhiguang Liu, Xiaojun Meng, Wentao Li, Shuang Liu, Nian Xie, Rongfu Zheng, Liangwei Wang, Lu Hou, Jiansheng Wei, Xin Jiang, Qun Liu

arXiv preprint

2022

Retrieval-based Disentangled Representation Learning with Natural Language Supervision

Jiawei Zhou, Xiaoguang Li, Lifeng Shang, Xin Jiang, Qun Liu, Lei Chen

arXiv preprint

2022

Towards Identifying Social Bias in Dialog Systems: Frame, Datasets, and Benchmarks

Jingyan Zhou, Jiawen Deng, Fei Mi, Yitong Li, Yasheng Wang, Minlie Huang, Xin Jiang, Qun Liu, Helen Meng

arXiv preprint

2022

Compression of Generative Pre-trained Language Models via Quantization

Chaofan Tao, Lu Hou, Wei Zhang, Lifeng Shang, Xin Jiang, Qun Liu, Ping Luo, Ngai Wong

arXiv preprint

2022

PanGu-Coder: Program Synthesis with Function-Level Language Modeling

Fenia Christopoulou, Gerasimos Lampouras, Milan Gritta, Guchun Zhang, Yinpeng Guo, Zhongqi Li, Qi Zhang, Meng Xiao, Bo Shen, Lin Li, Hao Yu, Li Yan, Pingyi Zhou, Xin Wang, Yuchi Ma, Ignacio Iacobacci, Yasheng Wang, Guangtai Liang, Jiansheng Wei, Xin Jiang, Qianxiang Wang, Qun Liu

arXiv preprint

2021

bert2BERT: Towards Reusable Pretrained Language Models

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

arXiv preprint

2021

EditSpeech: A Text Based Speech Editing System Using Partial Inference and Bidirectional Fusion

Daxin Tan, Liqun Deng, Yu Ting Yeung, Xin Jiang, Xiao Chen, Tan Lee

arXiv preprint

2021

LightMBERT: A Simple Yet Effective Method for Multilingual BERT Distillation

Xiaoqi Jiao, Yichun Yin, Lifeng Shang, Xin Jiang, Xiao Chen, Linlin Li, Fang Wang, Qun Liu

arXiv preprint

2021

FILIP: Fine-grained Interactive Language-Image Pre-Training

Lewei Yao, Runhui Huang, Lu Hou, Guansong Lu, Minzhe Niu, Hang Xu, Xiaodan Liang, Zhenguo Li, Xin Jiang, Chunjing Xu

arXiv preprint

2021

Extract then Distill: Efficient and Effective Task-Agnostic BERT Distillation

Cheng Chen, Yichun Yin, Lifeng Shang, Zhi Wang, Xin Jiang, Xiao Chen, Qun Liu

arXiv preprint

2021

AutoTinyBERT: Automatic Hyper-parameter Optimization for Efficient Pre-trained Language Models

Yichun Yin, Cheng Chen, Lifeng Shang, Xin Jiang, Xiao Chen, Qun Liu

arXiv preprint

2021

AutoBERT-Zero: Evolving BERT Backbone from Scratch

Jiahui Gao, Hang Xu, Han Shi, Xiaozhe Ren, Philip L. H. Yu, Xiaodan Liang, Xin Jiang, Zhenguo Li

arXiv preprint

2021

UniMS: A Unified Framework for Multimodal Summarization with Knowledge Distillation

Zhengkun Zhang, Xiaojun Meng, Yasheng Wang, Xin Jiang, Qun Liu, Zhenglu Yang

arXiv preprint

2021

CoCA-MDD: A Coupled Cross-Attention based Framework for Streaming Mispronunciation Detection and Diagnosis

Nianzu Zheng, Liqun Deng, Wenyong Huang, Yu Ting Yeung, Baohua Xu, Yuanyuan Guo, Yasheng Wang, Xiao Chen, Xin Jiang, Qun Liu

arXiv preprint

2021

LMTurk: Few-Shot Learners as Crowdsourcing Workers in a Language-Model-as-a-Service Framework

Mengjie Zhao, Fei Mi, Yasheng Wang, Minglei Li, Xin Jiang, Qun Liu, Hinrich Schütze

arXiv preprint

2021

UniDS: A Unified Dialogue System for Chit-Chat and Task-oriented Dialogues

Xinyan Zhao, Bin He, Yasheng Wang, Yitong Li, Fei Mi, Yajiao Liu, Xin Jiang, Qun Liu, Huanhuan Chen

arXiv preprint

2021

Reweighting Augmented Samples by Minimizing the Maximal Expected Loss

Mingyang Yi, Lu Hou, Lifeng Shang, Xin Jiang, Qun Liu, Zhi-Ming Ma

arXiv preprint

2021

Generate & Rank: A Multi-task Framework for Math Word Problems

Jianhao Shen, Yichun Yin, Lin Li, Lifeng Shang, Xin Jiang, Ming Zhang, Qun Liu

arXiv preprint

2021

NumGPT: Improving Numeracy Ability of Generative Pre-trained Models

Zhihua Jin, Xin Jiang, Xingbo Wang, Qun Liu, Yong Wang, Xiaozhe Ren, Huamin Qu

arXiv preprint

2021

Integrating Regular Expressions with Neural Networks via DFA

Shaobo Li, Qun Liu, Xin Jiang, Yichun Yin, Chengjie Sun, Bingquan Liu, Zhenzhou Ji, Lifeng Shang

arXiv preprint

2021

SynCoBERT: Syntax-Guided Multi-Modal Contrastive Pre-Training for Code Representation

Xin Wang, Yasheng Wang, Fei Mi, Pingyi Zhou, Yao Wan, Xiao Liu, Li Li, Hao Wu, Jin Liu, Xin Jiang

arXiv preprint

2021

An Approach to Improve Robustness of NLP Systems against ASR Errors

Tong Cui, Jinghui Xiao, Liangyou Li, Xin Jiang, Qun Liu

arXiv preprint

2021

Improved OOD Generalization via Adversarial Training and Pre-training

Mingyang Yi, Lu Hou, Jiacheng Sun, Lifeng Shang, Xin Jiang, Qun Liu, Zhi-Ming Ma

arXiv preprint

2021

Towards Efficient Post-training Quantization of Pre-trained Language Models

Haoli Bai, Lu Hou, Lifeng Shang, Xin Jiang, Irwin King, Michael R. Lyu

arXiv preprint

2021

DyLex: Incorporating Dynamic Lexicons into BERT for Sequence Labeling

Baojun Wang, Zhao Zhang, Kun Xu, Guang-Yuan Hao, Yuyang Zhang, Lifeng Shang, Linlin Li, Xiao Chen, Xin Jiang, Qun Liu

arXiv preprint

2021

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

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

arXiv preprint

DOI

2020

TernaryBERT: Distillation-aware Ultra-low Bit BERT

Wei Zhang, Lu Hou, Yichun Yin, Lifeng Shang, Xiao Chen, Xin Jiang, Qun Liu

arXiv preprint

2020

Learning to Detect Unacceptable Machine Translations for Downstream Tasks

Meng Zhang, Xin Jiang, Yang Liu, Qun Liu

arXiv preprint

2020

HyperText: Endowing FastText with Hyperbolic Geometry

Yudong Zhu, Di Zhou, Jinghui Xiao, Xin Jiang, Xiao Chen, Qun Liu

arXiv preprint

2020

KgPLM: Knowledge-guided Language Model Pre-training via Generative and Discriminative Learning

Bin He, Xin Jiang, Jinghui Xiao, Qun Liu

arXiv preprint

2020

PPKE: Knowledge Representation Learning by Path-based Pre-training

Bin He, Di Zhou, Jing Xie, Jinghui Xiao, Xin Jiang, Qun Liu

arXiv preprint

2020

On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification

Xin Liu, Jiefu Ou, Yangqiu Song, Xin Jiang

arXiv preprint

2020

HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions

Shaobo Li, Xiaoguang Li, Lifeng Shang, Xin Jiang, Qun Liu, Chengjie Sun, Zhenzhou Ji, Bingquan Liu

arXiv preprint

2020

DynaBERT: Dynamic BERT with Adaptive Width and Depth

Lu Hou, Zhiqi Huang, Lifeng Shang, Xin Jiang, Xiao Chen, Qun Liu

arXiv preprint

2020

Unsupervised Text Generation by Learning from Search

Jingjing Li, Zichao Li, Lili Mou, Xin Jiang, Michael R. Lyu, Irwin King

arXiv preprint

2020

Improving Task-Agnostic BERT Distillation with Layer Mapping Search

Xiaoqi Jiao, Huating Chang, Yichun Yin, Lifeng Shang, Xin Jiang, Xiao Chen, Linlin Li, Fang Wang, Qun Liu

arXiv preprint

2020

BinaryBERT: Pushing the Limit of BERT Quantization

Haoli Bai, Wei Zhang, Lu Hou, Lifeng Shang, Jing Jin, Xin Jiang, Qun Liu, Michael Lyu, Irwin King

arXiv preprint

2019

Integrating Graph Contextualized Knowledge into Pre-trained Language Models

Bin He, Di Zhou, Jinghui Xiao, Xin jiang, Qun Liu, Nicholas Jing Yuan, Tong Xu

arXiv preprint

2019

A General Framework for Adaptation of Neural Machine Translation to Simultaneous Translation

Yun Chen, Liangyou Li, Xin Jiang, Xiao Chen, Qun Liu

arXiv preprint

2019

Zero-Shot Paraphrase Generation with Multilingual Language Models

Yinpeng Guo, Yi Liao, Xin Jiang, Qing Zhang, Yibo Zhang, Qun Liu

arXiv preprint

2019

Triple-to-Text: Converting RDF Triples into High-Quality Natural Languages via Optimizing an Inverse KL Divergence

Yaoming Zhu, Juncheng Wan, Zhiming Zhou, Liheng Chen, Lin Qiu, Weinan Zhang, Xin Jiang, Yong Yu

arXiv preprint

DOI

2019

Decomposable Neural Paraphrase Generation

Zichao Li, Xin Jiang, Lifeng Shang, Qun Liu

arXiv preprint

2019

NEZHA: Neural Contextualized Representation for Chinese Language Understanding

Junqiu Wei, Xiaozhe Ren, Xiaoguang Li, Wenyong Huang, Yi Liao, Yasheng Wang, Jiashu Lin, Xin Jiang, Xiao Chen, Qun Liu

arXiv preprint

2019

Dialog State Tracking with Reinforced Data Augmentation

Yichun Yin, Lifeng Shang, Xin Jiang, Xiao Chen, Qun Liu

arXiv preprint

2019

ERNIE: Enhanced Language Representation with Informative Entities

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

arXiv preprint

2019

GPT-based Generation for Classical Chinese Poetry

Yi Liao, Yasheng Wang, Qun Liu, Xin Jiang

arXiv preprint

2019

TinyBERT: Distilling BERT for Natural Language Understanding

Xiaoqi Jiao, Yichun Yin, Lifeng Shang, Xin Jiang, Xiao Chen, Linlin Li, Fang Wang, Qun Liu

arXiv preprint

2018

An Investigation of Few-Shot Learning in Spoken Term Classification

Yangbin Chen, Tom Ko, Lifeng Shang, Xiao Chen, Xin Jiang, Qing Li

arXiv preprint

2018

Interpretable Charge Predictions for Criminal Cases: Learning to Generate Court Views from Fact Descriptions

Hai Ye, Xin Jiang, Zhunchen Luo, Wenhan Chao

arXiv preprint

2018

Progressive Memory Banks for Incremental Domain Adaptation

Nabiha Asghar, Lili Mou, Kira A. Selby, Kevin D. Pantasdo, Pascal Poupart, Xin Jiang

arXiv preprint

2017

Affective Neural Response Generation

Nabiha Asghar, Pascal Poupart, Jesse Hoey, Xin Jiang, Lili Mou

arXiv preprint

2017

Paraphrase Generation with Deep Reinforcement Learning

Zichao Li, Xin Jiang, Lifeng Shang, Hang Li

arXiv preprint

2016

Deep Active Learning for Dialogue Generation

Nabiha Asghar, Pascal Poupart, Xin Jiang, Hang Li

arXiv preprint

2016

Incorporating Semantic Knowledge into Latent Matching Model in Search

Shuxin Wang, Xin Jiang, Hang Li, Jun Xu, Bin Wang

arXiv preprint

2015

Neural Generative Question Answering

Jun Yin, Xin Jiang, Zhengdong Lu, Lifeng Shang, Hang Li, Xiaoming Li

arXiv preprint

精选作品

期刊论文

汉语阅读中的词频效应：汉语母语者和不同水平二语学习者的眼动研究

选项式完形填空评估汉语二语学习者语言水平与阅读能力的有效性

L1–L2 similarity and L2 word frequency effects in Chinese

Neural tuning for Chinese characters in adult Chinese L2 learners: evidence from an ERP study

国际中文教师教育的问题对策与认知研究

Spelling-sound consistency influences second-language age of acquisition effect: evidence for the arbitrary mapping hypothesis

“边听边读”输入对汉语二语学习者阅读的影响——来自眼动的证据

心智游移对阅读的影响：眼动研究的元分析

词间空格对汉语母语者和二语者拼音文本阅读的影响——基于眼动的证据

汉语二语者汉字笔顺与书写速度关系的研究

不同水平的汉语学习者语块使用及其与作文质量的关系

不同汉语水平的二语学习者注音文本阅读的眼动研究

The processing of multiword expressions in children and adults: An eye-tracking study of Chinese

汉语文本可读性特征体系构建和效度验证

视觉输入增强对汉语二语学习者语块学习的影响

汉语水平考试(HSK)阅读测试文本的可读性分析

汉语二语者名名复合词学习中语义关系信息的作用

汉语母语者和第二语言学习者名名组合的理解

词边界对第二语言学习者汉语阅读的影响

首届中国心理语言学研讨会暨心理语言学专业委员会成立大会在广州召开

外国学生利用语境和构词法猜测汉语词义的个体差异研究

语境和构词法线索对外国学生汉语词义猜测的作用

新手和熟手对外汉语教师实践性知识的研究

对外汉语教师实践性知识的个案研究

对外汉语教学的心理学探索

“认写分流、多认少写”汉字教学方法的实验研究

外国学生汉语字词学习的影响因素——兼论《汉语水平大纲》字词的选择与分级

汉字频率和构词数对非汉字圈学生汉字学习的影响

外国人汉语双字词习得中的频率效应再探

词的复现率和字的复现率对非汉字圈学生双字词学习的影响

西方学习者汉字认知国际研讨会在德国召开

拼音文字背景的外国学生汉字书写错误研究

不同母语背景的外国学生汉字知音和知义之间关系的研究

欧美学生汉字学习方法的实验研究－－回忆默写法与重复抄写法的比较

什么样的汉字学习策略最有效？——对基础阶段留学生的一次调查研究

外国学生形声字表音线索意识的实验研究

汉语作为第二语言学习策略初探

第二语言学习的语言能力倾向

第二语言习得的研究方法

句法和语义在汉语简单句理解中的作用

词汇习得研究及其在教学上的意义

会议论文

句子阅读中的短语频率效应：来自汉语母语者和二语学习者的眼动研究

中文句子阅读中字和词位置编码灵活性的眼动研究

不同水平的汉语二语者阅读中汉字换位的干扰效应：来自眼动的证据

母语阅读方向和汉语水平对二语学习者汉语阅读的影响——来自眼动的证据

基于眼动特征和机器学习预测汉语文本可读性

基于眼动特征和机器学习算法预测汉语句子难度

汉语校对阅读与自然阅读的加工差异：来自词频效应的证据

汉语二语学习者自然阅读过程中词切分机制的探究

句子语境中汉日双语者词义的非选择激活——来自眼动研究的证据

心智游移对阅读的影响：眼动研究的元分析

汉语校对阅读与理解阅读加工的差异——基于眼动实验的证据

基于眼动指标预测汉语一语和二语学习者阅读水平的研究

阅读中三字词汉字位置加工的亚词边界效应

“2+1”式三字词的汉字位置加工：基于眼动实验的证据

读英文更容易走神：阅读模式和语言对心智游移的影响

语素位置信息对汉语二语学习者阅读影响的眼动研究

汉语教师教学观念与教学行为关系初探

预印本

ERR+: Sequential Entropy Resolution for Efficient and Decisive LLM Reasoning

YouZhi: Towards High-Concurrency Financial LLMs via Adaptive GQA-to-MLA Transition

ARTIS: Agentic Risk-Aware Test-Time Scaling via Iterative Simulation

What Makes Good Agentic Data? An ACE Lens on Data Generation for LLM Agents

Gradually Excavating External Knowledge for Implicit Complex Question Answering

Predictive and feedback signals differently shape the formation of group-level and individualized language representations

MoWorld: A Flash World Model

WolfSociety: Understanding Collective Risk from Harmful-Agent Scaling in Financial Agent Societies

QiYao-M: Multimodal Time Series Foundation Model with Role-Aware Modeling of Endogenous and Exogenous Modalities

ToolACE-MT: Non-Autoregressive Generation for Agentic Multi-Turn Interaction

Learning to Align Multi-Faceted Evaluation: A Unified and Robust Framework

FLM-Audio: Natural Monologues Improves Native Full-Duplex Chatbots via Dual Training

A Survey on the Optimization of Large Language Model-based Agents

Training Report of TeleChat3-MoE

Self-Adjust Softmax

Implicit Search via Discrete Diffusion: A Study on Chess

Crowd Comparative Reasoning: Unlocking Comprehensive Evaluations for LLM-as-a-Judge

ToolACE-R: Model-aware Iterative Training and Adaptive Refinement for Tool Learning