Bridging Text and Knowledge with Multi-Prototype Embedding for Few-Shot Relational Triple Extraction. - Haiyang Yu 003; Ningyu Zhang 001; Shumin Deng; Hongbin Ye; Wei Zhang 127; Huajun Chen (COLING, 2020)

OpenUE: An Open Toolkit of Universal Extraction from Text. - Ningyu Zhang 001; Shumin Deng; Zhen Bi; Haiyang Yu 003; Jiacheng Yang; Mosha Chen; Fei Huang 002; Wei Zhang 127; Huajun Chen (EMNLP (Demos), 2020)

A Survey on Complex Question Answering over Knowledge Base: Recent Advances and Challenges. - Bin Fu; Yunqi Qiu; Chengguang Tang; Yang Li 218; Haiyang Yu 003; Jian Sun 021 (CoRR, 2020)

Can Fine-tuning Pre-trained Models Lead to Perfect NLP? A Study of the Generalizability of Relation Extraction. - Ningyu Zhang 001; Luoqiu Li; Shumin Deng; Haiyang Yu 003; Xu Cheng; Wei Zhang 127; Huajun Chen (CoRR, 2020)

The Devil is the Classifier: Investigating Long Tail Relation Classification with Decoupling Analysis. - Haiyang Yu 003; Ningyu Zhang 001; Shumin Deng; Zonggang Yuan; Yantao Jia; Huajun Chen (CoRR, 2020)

Interventional Aspect-Based Sentiment Analysis. - Zhen Bi; Ningyu Zhang 001; Ganqiang Ye; Haiyang Yu 003; Xi Chen 003; Huajun Chen (CoRR, 2021)

Doc2Bot: Accessing Heterogeneous Documents via Conversational Bots. - Haomin Fu; Yeqin Zhang; Haiyang Yu 003; Jian Sun 021; Fei Huang 002; Luo Si; Yongbin Li; Cam-Tu Nguyen (EMNLP (Findings), 2022)

DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population. - Ningyu Zhang 001; Xin Xu 010; Liankuan Tao; Haiyang Yu 003; Hongbin Ye; Shuofei Qiao; Xin Xie 006; Xiang Chen 016; Zhoubo Li; Lei Li 040 (EMNLP (Demos), 2022)

Layout-Aware Information Extraction for Document-Grounded Dialogue: Dataset, Method and Demonstration. - Zhenyu Zhang 006; Bowen Yu 002; Haiyang Yu 003; Tingwen Liu; Cheng Fu 003; Jingyang Li; Chengguang Tang; Jian Sun 021; Yongbin Li (ACM Multimedia, 2022)

DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population. - Ningyu Zhang 001; Xin Xu 010; Liankuan Tao; Haiyang Yu 003; Hongbin Ye; Xin Xie 006; Xiang Chen 016; Zhoubo Li; Lei Li 040; Xiaozhuan Liang; Yunzhi Yao; Shumin Deng; et al. (CoRR, 2022)

Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue. - Yingxiu Zhao; Yinhe Zheng; Zhiliang Tian; Chang Gao; Bowen Yu 002; Haiyang Yu 003; Yongbin Li; Jian Sun 021; Nevin L. Zhang (CoRR, 2022)

Semi-Supervised Lifelong Language Learning. - Yingxiu Zhao; Yinhe Zheng; Bowen Yu 002; Zhiliang Tian; Dongkyu Lee; Jian Sun 021; Haiyang Yu 003; Yongbin Li; Nevin L. Zhang (CoRR, 2022)

Towards Generalized Open Information Extraction. - Bowen Yu 002; Zhenyu Zhang 006; Jingyang Li; Haiyang Yu 003; Tingwen Liu; Jian Sun 021; Yongbin Li; Bin Wang 004 (CoRR, 2022)

Unified Language Representation for Question Answering over Text, Tables, and Images. - Bowen Yu 002; Cheng Fu 003; Haiyang Yu 003; Fei Huang 002; Yongbin Li (ACL (Findings), 2023)

Universal Information Extraction with Meta-Pretrained Self-Retrieval. - Xin Cong; Bowen Yu 002; Mengcheng Fang; Tingwen Liu; Haiyang Yu 003; Zhongkai Hu; Fei Huang 002; Yongbin Li; Bin Wang 004 (ACL (Findings), 2023)

Diversify Question Generation with Retrieval-Augmented Style Transfer. - Qi Gou; Zehua Xia; Bowen Yu 002; Haiyang Yu 003; Fei Huang 002; Yongbin Li; Cam-Tu Nguyen (EMNLP, 2023)

API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs. - Minghao Li; Yingxiu Zhao; Bowen Yu 002; Feifan Song 001; Hangyu Li 003; Haiyang Yu 003; Zhoujun Li; Fei Huang 002; Yongbin Li (EMNLP, 2023)

Improving Question Generation with Multi-level Content Planning. - Zehua Xia; Qi Gou; Bowen Yu 002; Haiyang Yu 003; Fei Huang 002; Yongbin Li; Cam-Tu Nguyen (EMNLP (Findings), 2023)

Causal Document-Grounded Dialogue Pre-training. - Yingxiu Zhao; Bowen Yu 002; Bowen Li 002; Haiyang Yu 003; Jinyang Li 003; Chao Wang; Fei Huang 002; Yongbin Li; Nevin L. Zhang (EMNLP, 2023)

Coarse-To-Fine Knowledge Selection for Document Grounded Dialogs. - Yeqin Zhang; Haomin Fu; Cheng Fu 003; Haiyang Yu 003; Yongbin Li; Cam-Tu Nguyen (ICASSP, 2023)

API-Bank: A Benchmark for Tool-Augmented LLMs. - Minghao Li; Feifan Song 001; Bowen Yu 002; Haiyang Yu 003; Zhoujun Li; Fei Huang 002; Yongbin Li (CoRR, 2023)

Wider and Deeper LLM Networks are Fairer LLM Evaluators. - Xinghua Zhang 001; Bowen Yu 002; Haiyang Yu 003; Yangyu Lv; Tingwen Liu; Fei Huang 002; Hongbo Xu; Yongbin Li (CoRR, 2023)

A Preliminary Study of the Intrinsic Relationship between Complexity and Alignment. - Yingxiu Zhao; Bowen Yu 002; Binyuan Hui; Haiyang Yu 003; Fei Huang 002; Yongbin Li; Nevin L. Zhang (CoRR, 2023)

Preference Ranking Optimization for Human Alignment. - Feifan Song 001; Bowen Yu 002; Minghao Li; Haiyang Yu 003; Fei Huang 002; Yongbin Li; Houfeng Wang (AAAI, 2024)

SoFA: Shielded On-the-fly Alignment via Priority Rule Following. - Xinyu Lu; Bowen Yu 002; Yaojie Lu 001; Hongyu Lin; Haiyang Yu 003; Le Sun 001; Xianpei Han; Yongbin Li (ACL (Findings), 2024)

Scaling Data Diversity for Fine-Tuning Language Models in Human Alignment. - Feifan Song 001; Bowen Yu 002; Hao Lang; Haiyang Yu 003; Fei Huang 002; Houfeng Wang; Yongbin Li (LREC/COLING, 2024)

Tree-Instruct: A Preliminary Study of the Intrinsic Relationship between Complexity and Alignment. - Yingxiu Zhao; Bowen Yu 002; Binyuan Hui; Haiyang Yu 003; Minghao Li; Fei Huang 002; Nevin L. Zhang; Yongbin Li (LREC/COLING, 2024)

Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA. - Minzheng Wang 001; Longze Chen; Fu Cheng; Shengyi Liao; Xinghua Zhang 001; Bingli Wu; Haiyang Yu 003; Nan Xu; Lei Zhang 201; Run Luo; Yunshui Li; Min Yang 007; et al. (EMNLP, 2024)

How Alignment and Jailbreak Work: Explain LLM Safety through Intermediate Hidden States. - Zhenhong Zhou; Haiyang Yu 003; Xinghua Zhang 001; Rongwu Xu; Fei Huang 002; Yongbin Li (EMNLP (Findings), 2024)

Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch. - Le Yu; Bowen Yu 002; Haiyang Yu 003; Fei Huang 002; Yongbin Li (ICML, 2024)

Self-Retrieval: End-to-End Information Retrieval with One Large Language Model. - Qiaoyu Tang; Jiawei Chen 011; Zhuoqun Li; Bowen Yu 002; Yaojie Lu 001; Cheng Fu 003; Haiyang Yu 003; Hongyu Lin; Fei Huang 002; Ben He; Xianpei Han; Le Sun 001; et al. (NeurIPS, 2024)

DeCoF: Generated Video Detection via Frame Consistency. - Long Ma; Jiajia Zhang; Hongping Deng; Ningyu Zhang 001; Yong Liao; Haiyang Yu 003 (CoRR, 2024)

Self-Retrieval: Building an Information Retrieval System with One Large Language Model. - Qiaoyu Tang; Jiawei Chen 011; Bowen Yu 002; Yaojie Lu 001; Cheng Fu 003; Haiyang Yu 003; Hongyu Lin; Fei Huang 002; Ben He; Xianpei Han; Le Sun 001; Yongbin Li (CoRR, 2024)

Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA. - Minzheng Wang 001; Longze Chen; Cheng Fu 003; Shengyi Liao; Xinghua Zhang 001; Bingli Wu; Haiyang Yu 003; Nan Xu; Lei Zhang 201; Run Luo; Yunshui Li; Min Yang 007; et al. (CoRR, 2024)

Extend Model Merging from Fine-Tuned to Pre-Trained Large Language Models via Weight Disentanglement. - Le Yu; Bowen Yu 002; Haiyang Yu 003; Fei Huang 002; Yongbin Li (CoRR, 2024)

The Imperative of Conversation Analysis in the Era of LLMs: A Survey of Tasks, Techniques, and Trends. - Xinghua Zhang 001; Haiyang Yu 003; Yongbin Li; Minzheng Wang 001; Longze Chen; Fei Huang 002 (CoRR, 2024)

On the Role of Attention Heads in Large Language Model Safety. - Zhenhong Zhou; Haiyang Yu 003; Xinghua Zhang 001; Rongwu Xu; Fei Huang 002; Kun Wang 042; Yang Liu 005; Junfeng Fang; Yongbin Li (CoRR, 2024)

DEMO: Reframing Dialogue Interaction with Fine-grained Element Modeling. - Minzheng Wang 001; Xinghua Zhang 001; Kun Chen; Nan Xu; Haiyang Yu 003; Fei Huang 002; Wenji Mao; Yongbin Li (ACL (Findings), 2025)

DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point Thinking. - Zhuoqun Li; Haiyang Yu 003; Xuanang Chen; Hongyu Lin; Yaojie Lu 001; Fei Huang 002; Xianpei Han; Yongbin Li; Le Sun 001 (ACL (1), 2025)

IOPO: Empowering LLMs with Complex Instruction Following via Input-Output Preference Optimization. - Xinghua Zhang 001; Haiyang Yu 003; Cheng Fu 003; Fei Huang 002; Yongbin Li (ACL (1), 2025)

StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization. - Zhuoqun Li; Xuanang Chen; Haiyang Yu 003; Hongyu Lin; Yaojie Lu 001; Qiaoyu Tang; Fei Huang 002; Xianpei Han; Le Sun 001; Yongbin Li (ICLR, 2025)

On the Role of Attention Heads in Large Language Model Safety. - Zhenhong Zhou; Haiyang Yu 003; Xinghua Zhang 001; Rongwu Xu; Fei Huang 002; Kun Wang 056; Yang Liu 005; Junfeng Fang; Yongbin Li (ICLR, 2025)

Transferable Post-training via Inverse Value Learning. - Xinyu Lu; Xueru Wen; Yaojie Lu 001; Bowen Yu 002; Hongyu Lin; Haiyang Yu 003; Le Sun 001; Xianpei Han; Yongbin Li (NAACL (Long Papers), 2025)

Adaptive Thinking via Mode Policy Optimization for Social Language Agents. - Minzheng Wang 001; Yongbin Li; Haobo Wang 001; Xinghua Zhang 001; Nan Xu; Bingli Wu; Fei Huang 002; Haiyang Yu 003; Wenji Mao (CoRR, 2025)

Socratic-PRMBench: Benchmarking Process Reward Models with Systematic Reasoning Patterns. - Xiang Li; Haiyang Yu 003; Xinghua Zhang 001; Ziyang Huang; Shizhu He; Kang Liu 001; Jun Zhao 001; Fei Huang 002; Yongbin Li (CoRR, 2025)

EIFBENCH: Extremely Complex Instruction Following Benchmark for Large Language Models. - Tao Zou; Xinghua Zhang 001; Haiyang Yu 003; Minzheng Wang 002; Fei Huang 002; Yongbin Li (CoRR, 2025)