CogIE: An Information Extraction Toolkit for Bridging Texts and CogNet. - Zhuoran Jin; Yubo Chen 001; Dianbo Sui; Chenhao Wang 004; Zhipeng Xue; Jun Zhao 001 (ACL (demo), 2021)

CogKGE: A Knowledge Graph Embedding Toolkit and Benchmark for Representing Multi-source and Heterogeneous Knowledge. - Zhuoran Jin; Tianyi Men; Hongbang Yuan; Zhitao He 001; Dianbo Sui; Chenhao Wang 004; Zhipeng Xue; Yubo Chen 001; Jun Zhao 001 (ACL (demo), 2022)

A Good Neighbor, A Found Treasure: Mining Treasured Neighbors for Knowledge Graph Entity Typing. - Zhuoran Jin; Pengfei Cao; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (EMNLP, 2022)

CogKTR: A Knowledge-Enhanced Text Representation Toolkit for Natural Language Understanding. - Zhuoran Jin; Tianyi Men; Hongbang Yuan; Yuyang Zhou; Pengfei Cao; Yubo Chen 001; Zhipeng Xue; Kang Liu 001; Jun Zhao 001 (EMNLP (Demos), 2022)

Zero-Shot Cross-Lingual Event Argument Extraction with Language-Oriented Prefix-Tuning. - Pengfei Cao; Zhuoran Jin; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (AAAI, 2023)

InstructoR: Instructing Unsupervised Conversational Dense Retrieval with Large Language Models. - Zhuoran Jin; Pengfei Cao; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (EMNLP (Findings), 2023)

Alignment Precedes Fusion: Open-Vocabulary Named Entity Recognition as Context-Type Semantic Matching. - Zhuoran Jin; Pengfei Cao; Zhitao He 001; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (EMNLP (Findings), 2023)

Cutting Off the Head Ends the Conflict: A Mechanism for Interpreting and Mitigating Knowledge Conflicts in Language Models. - Zhuoran Jin; Pengfei Cao; Hongbang Yuan; Yubo Chen 001; Jiexin Xu; Huaijun Li; Xiaojian Jiang; Kang Liu 001; Jun Zhao 001 (ACL (Findings), 2024)

Focus on Your Question! Interpreting and Mitigating Toxic CoT Problems in Commonsense Reasoning. - Jiachun Li; Pengfei Cao; Chenhao Wang 004; Zhuoran Jin; Yubo Chen 001; Daojian Zeng; Kang Liu 001; Jun Zhao 001 (ACL (1), 2024)

MULFE: A Multi-Level Benchmark for Free Text Model Editing. - Chenhao Wang 004; Pengfei Cao; Zhuoran Jin; Yubo Chen 001; Daojian Zeng; Kang Liu 001; Jun Zhao 001 (ACL (1), 2024)

Zero-Shot Cross-Lingual Document-Level Event Causality Identification with Heterogeneous Graph Contrastive Transfer Learning. - Zhitao He 001; Pengfei Cao; Zhuoran Jin; Yubo Chen 001; Kang Liu 001; Zhiqiang Zhang; Mengshu Sun; Jun Zhao 001 (LREC/COLING, 2024)

Tug-of-War between Knowledge: Exploring and Resolving Knowledge Conflicts in Retrieval-Augmented Language Models. - Zhuoran Jin; Pengfei Cao; Yubo Chen 001; Kang Liu 001; Xiaojian Jiang; Jiexin Xu; Qiuxia Li; Jun Zhao 001 (LREC/COLING, 2024)

AgentsCourt: Building Judicial Decision-Making Agents with Court Debate Simulation and Legal Knowledge Augmentation. - Zhitao He 001; Pengfei Cao; Chenhao Wang 004; Zhuoran Jin; Yubo Chen 001; Jiexin Xu; Huaijun Li; Kang Liu 001; Jun Zhao 001 (EMNLP (Findings), 2024)

LINKED: Eliciting, Filtering and Integrating Knowledge in Large Language Model for Commonsense Reasoning. - Jiachun Li; Pengfei Cao; Chenhao Wang 004; Zhuoran Jin; Yubo Chen 001; Kang Liu 001; Xiaojian Jiang; Jiexin Xu; Jun Zhao 001 (EMNLP (Findings), 2024)

Unlocking the Future: Exploring Look-Ahead Planning Mechanistic Interpretability in Large Language Models. - Tianyi Men; Pengfei Cao; Zhuoran Jin; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (EMNLP, 2024)

Whispers that Shake Foundations: Analyzing and Mitigating False Premise Hallucinations in Large Language Models. - Hongbang Yuan; Pengfei Cao; Zhuoran Jin; Yubo Chen 001; Daojian Zeng; Kang Liu 001; Jun Zhao 001 (EMNLP, 2024)

RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models. - Zhuoran Jin; Pengfei Cao; Chenhao Wang 004; Zhitao He 001; Hongbang Yuan; Jiachun Li; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (NeurIPS, 2024)

SimuCourt: Building Judicial Decision-Making Agents with Real-world Judgement Documents. - Zhitao He 001; Pengfei Cao; Chenhao Wang 004; Zhuoran Jin; Yubo Chen 001; Jiexin Xu; Huaijun Li; Xiaojian Jiang; Kang Liu 001; Jun Zhao 001 (CoRR, 2024)

Beyond Under-Alignment: Atomic Preference Enhanced Factuality Tuning for Large Language Models. - Hongbang Yuan; Yubo Chen 001; Pengfei Cao; Zhuoran Jin; Kang Liu 001; Jun Zhao 001 (CoRR, 2024)

One Mind, Many Tongues: A Deep Dive into Language-Agnostic Knowledge Neurons in Large Language Models. - Pengfei Cao; Yuheng Chen; Zhuoran Jin; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (CoRR, 2024)

RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment. - Zhuoran Jin; Hongbang Yuan; Tianyi Men; Pengfei Cao; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (CoRR, 2024)

AWeCita: Generating Answer with Appropriate and Well-grained Citations Using LLMs. - Suifeng Zhao; Tong Zhou; Zhuoran Jin; Hongbang Yuan; Yubo Chen 001; Kang Liu 001; Sujian Li (Data Intell., 2024)

CITI: Enhancing Tool Utilizing Ability in Large Language Models Without Sacrificing General Performance. - Yupu Hao; Pengfei Cao; Zhuoran Jin; Huanxuan Liao; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (AAAI, 2025)

Towards Robust Knowledge Unlearning: An Adversarial Framework for Assessing and Improving Unlearning Robustness in Large Language Models. - Hongbang Yuan; Zhuoran Jin; Pengfei Cao; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (AAAI, 2025)

Evaluating Personalized Tool-Augmented LLMs from the Perspectives of Personalization and Proactivity. - Yupu Hao; Pengfei Cao; Zhuoran Jin; Huanxuan Liao; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (ACL (1), 2025)

RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment. - Zhuoran Jin; Hongbang Yuan; Tianyi Men; Pengfei Cao; Yubo Chen 001; Jiexin Xu; Huaijun Li; Xiaojian Jiang; Kang Liu 001; Jun Zhao 001 (ACL (Findings), 2025)

A Troublemaker with Contagious Jailbreak Makes Chaos in Honest Towns. - Tianyi Men; Pengfei Cao; Zhuoran Jin; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (ACL (1), 2025)

Agent-RewardBench: Towards a Unified Benchmark for Reward Modeling across Perception, Planning, and Safety in Real-World Multimodal Agents. - Tianyi Men; Zhuoran Jin; Pengfei Cao; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (ACL (1), 2025)

Establishing Trustworthy LLM Evaluation via Shortcut Neuron Analysis. - Kejian Zhu; Shangqing Tu; Zhuoran Jin; Lei Hou 001; Juanzi Li; Jun Zhao 001 (ACL (1), 2025)

MIRAGE: Evaluating and Explaining Inductive Reasoning Process in Language Models. - Jiachun Li; Pengfei Cao; Zhuoran Jin; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (ICLR, 2025)

Beyond Under-Alignment: Atomic Preference Enhanced Factuality Tuning for Large Language Models. - Hongbang Yuan; Yubo Chen 001; Pengfei Cao; Zhuoran Jin; Kang Liu 001 (NAACL (Findings), 2025)

DTELS: Towards Dynamic Granularity of Timeline Summarization. - Chenlong Zhang; Tong Zhou; Pengfei Cao; Zhuoran Jin; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (NAACL (Long Papers), 2025)

Prompt robust large language model for Chinese medical named entity recognition. - Yubo Chen 001; Baoli Zhang; Sirui Li; Zhuoran Jin; Zhengyuan Cai; Yingzheng Wang; Delai Qiu; Shengping Liu; Jun Zhao 001 (Inf. Process. Manag., 2025)

FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain. - Suifeng Zhao; Zhuoran Jin; Sujian Li; Jun Gao (CoRR, 2025)

MMR-V: What's Left Unsaid? A Benchmark for Multimodal Deep Reasoning in Videos. - Kejian Zhu; Zhuoran Jin; Hongbang Yuan; Jiachun Li; Shangqing Tu; Pengfei Cao; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (CoRR, 2025)

RULE: Reinforcement UnLEarning Achieves Forget-Retain Pareto Optimality. - Chenlong Zhang; Zhuoran Jin; Hongbang Yuan; Jiaheng Wei; Tong Zhou; Kang Liu 001; Jun Zhao 001; Yubo Chen 001 (CoRR, 2025)