PPaperPicks

Jun Zhao

Chinese Academy of Sciences, Institute of Automation, National Laboratory of Pattern Recognition, Beijing, China

85 papers at tracked venues · 61 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-3370-2263 ↗Homepage ↗

Venues

ACL ×43EMNLP ×17AAAI ×10ICLR ×4NAACL ×4NeurIPS ×3CIKM ×1ICDE ×1IJCAI ×1ISWC ×1

Frequent coauthors

Kang Liu
×82
Yubo Chen
×38
Pengfei Cao
×35
Zhuoran Jin
×22
Shizhu He
×20
Tong Zhou
×11
Yequan Wang
×9
Huanxuan Liao
×9
Kun Luo
×8
Xiaowei Yuan
×7
Hongbang Yuan
×7
Ziyang Huang
×5

Papers

  1. Bias-Restrained Prefix Representation Finetuning for Mathematical Reasoning
    AAAI 2026 ·
    Sirui Liang
    ,
    Pengfei Cao
    ,
    Jian Zhao
    ,
    Cong Huang
    , Jun Zhao,
    Kang Liu
  2. Break Through the Compression Bottleneck: From Theory to Practice
    ACL 2026 ·
    Xiusheng Huang
    ,
    Lu Wang
    ,
    Yequan Wang
    , Jun Zhao,
    Kang Liu
  3. Efficient Prior-Guided Reasoning for Robust Retrieval-Augmented Generation under Conflicts
    ACL 2026 ·
    Xiaowei Yuan
    ,
    Ziyang Huang
    ,
    Zhao Yang
    ,
    Yequan Wang
    , Jun Zhao,
    Kang Liu
  4. Empowering GUI Agents via Autonomous Experience Exploration and Hindsight Experience Utilization for Task Planning
    ACL 2026 ·
    Tianyi Men
    ,
    Zhuoran Jin
    ,
    Pengfei Cao
    ,
    Yubo Chen
    ,
    Kang Liu
    , Jun Zhao
  5. From Signal Degradation to Computation Collapse: Uncovering the Two Failure Modes of LLM Quantization
    ACL 2026 ·
    Chenxi Zhou
    ,
    Pengfei Cao
    ,
    Jiang Li
    ,
    Bohan Yu
    ,
    Jinyu Ye
    , Jun Zhao,
    Kang Liu
  6. GATE: Graph-based Adaptive Tool Evolution Across Diverse Tasks
    ACL 2026 ·
    Jianwen Luo
    ,
    Yiming Huang
    ,
    Jinxiang Meng
    ,
    Fangyu Lei
    ,
    Shizhu He
    ,
    Xiao Liu
    ,
    Shanshan Jiang
    ,
    Bin Dong
    , Jun Zhao,
    Kang Liu
  7. Harmonizing the Past, Present, and Future: A Null-Space Constrained Region-Specific Method for Continual Learning in LLMs
    ACL 2026 ·
    Jinhui Chen
    ,
    Shizhu He
    ,
    Xingchang Yang
    ,
    Huanxuan Liao
    ,
    Yequan Wang
    ,
    Xiangwen Liao
    ,
    Wenhao Teng
    ,
    Kang Liu
    , Jun Zhao
  8. LANTERN in the Event Stream: Training-Free Temporal Knowledge Graph Forecasting by Balancing Inertia and Shifts
    ACL 2026 ·
    Chengyuan Jin
    ,
    Ao Chang
    ,
    Daojian Zeng
    ,
    Wenhao Teng
    ,
    Xiangwen Liao
    ,
    Kang Liu
    , Jun Zhao,
    Yubo Chen
  9. Learning How to Remember: A Meta-Cognitive Management Method for Structured and Transferable Agent Memory
    ACL 2026 ·
    Sirui Liang
    ,
    Pengfei Cao
    ,
    Jian Zhao
    ,
    Wenhao Teng
    ,
    Xiangwen Liao
    , Jun Zhao,
    Kang Liu
  10. Lightweight Haar Wavelet Subband Pruning for LLMs
    ACL 2026 ·
    Jiang Li
    ,
    Pengfei Cao
    ,
    Chenxi Zhou
    ,
    Tian Lan
    ,
    Xiangdong Su
    ,
    Kang Liu
    , Jun Zhao,
    Guanglai Gao
  11. Look Light, Think Heavy: What Multimodal Chain-of-Thought Reasoning Can and Cannot Do
    ACL 2026 ·
    Zhuoran Jin
    ,
    Kejian Zhu
    ,
    Hongbang Yuan
    ,
    Yupu Hao
    ,
    Pengfei Cao
    ,
    Yubo Chen
    ,
    Kang Liu
    , Jun Zhao
  12. Pushing the Limits of LLM Tool Calling via Experiential Knowledge Integration and Activation
    ACL 2026 ·
    Yupu Hao
    ,
    Zhuoran Jin
    ,
    Huanxuan Liao
    ,
    Kang Liu
    , Jun Zhao
  13. Reinforcing Agentic Search Via Reward Density Optimization
    ACL 2026 ·
    Kun Luo
    ,
    Hongjin Qian
    ,
    Zheng Liu
    ,
    Ziyi Xia
    ,
    Shitao Xiao
    ,
    Zhao Cao
    ,
    Siqi Bao
    , Jun Zhao,
    Kang Liu
  14. RetroLM: Retrieval-Augmented KVs for Long-Context Processing
    AAAI 2026 ·
    Kun Luo
    ,
    Zheng Liu
    ,
    Shitao Xiao
    ,
    Jiabei Chen
    ,
    Hongjin Qian
    ,
    Peitian Zhang
    ,
    Shanshan Jiang
    ,
    Bin Dong
    , Jun Zhao,
    Kang Liu
  15. R³A: Reinforced Reasoning for Relevance Assessment for RAG in User-Generated Content Platforms
    ACL 2026 ·
    Xiaowei Yuan
    ,
    Lei Jin
    ,
    Haoxin Zhang
    ,
    Ziyang Huang
    ,
    Yan Gao
    ,
    Yi Wu
    ,
    Yao Hu
    , Jun Zhao,
    Kang Liu
  16. Shuttle Between Symbolic Instructions and Neural Parameters of Large Language Models
    ACL 2026 ·
    Wangtao Sun
    ,
    Haotian Xu
    ,
    Huanxuan Liao
    ,
    Xuanqing Yu
    ,
    Zhongtao Jiang
    ,
    Shizhu He
    , Jun Zhao,
    Kang Liu
  17. SparK: Query-Aware Unstructured Sparsity with Recoverable KV Cache Channel Pruning
    AAAI 2026 ·
    Huanxuan Liao
    ,
    Yixing Xu
    ,
    Shizhu He
    ,
    Guanchen Li
    ,
    Xuanwu Yin
    ,
    Dong Li
    ,
    Emad Barsoum
    , Jun Zhao,
    Kang Liu
  18. Spectral Disentanglement: Rank-Aware Task Adaptation for Rehearsal-free Continual Learning in LLMs
    ACL 2026 ·
    Huanxuan Liao
    ,
    Shizhu He
    ,
    Yupu Hao
    ,
    Yequan Wang
    ,
    Wenhao Teng
    ,
    Xiangwen Liao
    , Jun Zhao,
    Kang Liu
  19. TaREx: Reinforcement Learning for Code-Driven Table Reasoning
    AAAI 2026 ·
    Fangyu Lei
    ,
    Jinxiang Meng
    ,
    Yiming Huang
    ,
    Shizhu He
    , Jun Zhao,
    Kang Liu
  20. Task-Stratified Knowledge Scaling Laws for Post-Training Quantized Large Language Models
    ACL 2026 ·
    Chenxi Zhou
    ,
    Pengfei Cao
    ,
    Jiang Li
    ,
    Bohan Yu
    ,
    Jinyu Ye
    , Jun Zhao,
    Kang Liu
  21. Towards Explainable Diagnosis: A Self-learned Explanatory Knowledge Base Approach
    ACL 2026 ·
    Dongqi Huang
    ,
    Tong Zhou
    ,
    Zhuoran Jin
    ,
    Shenghui Shi
    ,
    Yujiao Mao
    ,
    Kang Liu
    , Jun Zhao,
    Yubo Chen
  22. A Troublemaker with Contagious Jailbreak Makes Chaos in Honest Towns
    ACL 2025 ·
    Tianyi Men
    ,
    Pengfei Cao
    ,
    Zhuoran Jin
    ,
    Yubo Chen
    ,
    Kang Liu
    , Jun Zhao
  23. Agent-RewardBench: Towards a Unified Benchmark for Reward Modeling across Perception, Planning, and Safety in Real-World Multimodal Agents
    ACL 2025 ·
    Tianyi Men
    ,
    Zhuoran Jin
    ,
    Pengfei Cao
    ,
    Yubo Chen
    ,
    Kang Liu
    , Jun Zhao
  24. CITI: Enhancing Tool Utilizing Ability in Large Language Models Without Sacrificing General Performance
    AAAI 2025 ·
    Yupu Hao
    ,
    Pengfei Cao
    ,
    Zhuoran Jin
    ,
    Huanxuan Liao
    ,
    Yubo Chen
    ,
    Kang Liu
    , Jun Zhao
  25. Capability Localization: Capabilities Can be Localized rather than Individual Knowledge
    ICLR 2025 ·
    Xiusheng Huang
    ,
    Jiaxiang Liu
    ,
    Yequan Wang
    , Jun Zhao,
    Kang Liu
  26. CiteLab: Developing and Diagnosing LLM Citation Generation Workflows via the Human-LLM Interaction
    ACL 2025 ·
    Jiajun Shen
    ,
    Tong Zhou
    ,
    Yubo Chen
    ,
    Kang Liu
    , Jun Zhao
  27. CogNet3: Fusing Dynamic Emotional Knowledge of Personality Homophilous Groups in Real-World Events into Multi-Source Knowledge Graph
    ISWC 2025 ·
    Tong Zhou
    ,
    Yubo Chen
    ,
    Kang Liu
    , Jun Zhao
  28. Cracking Factual Knowledge: A Comprehensive Analysis of Degenerate Knowledge Neurons in Large Language Models
    ACL 2025 ·
    Yuheng Chen
    ,
    Pengfei Cao
    ,
    Yubo Chen
    ,
    Yining Wang
    ,
    Shengping Liu
    ,
    Kang Liu
    , Jun Zhao
  29. DTELS: Towards Dynamic Granularity of Timeline Summarization
    NAACL 2025 ·
    Chenlong Zhang
    ,
    Tong Zhou
    ,
    Pengfei Cao
    ,
    Zhuoran Jin
    ,
    Yubo Chen
    ,
    Kang Liu
    , Jun Zhao
  30. Enhancing Large Language Models with Pseudo-and Multisource-Knowledge Graphs for Open-ended Question Answering
    ICDE 2025 ·
    Jiaxiang Liu
    ,
    Tong Zhou
    ,
    Yubo Chen
    , Jun Zhao,
    Kang Liu
  31. Establishing Trustworthy LLM Evaluation via Shortcut Neuron Analysis
    ACL 2025 ·
    Kejian Zhu
    ,
    Shangqing Tu
    ,
    Zhuoran Jin
    ,
    Lei Hou
    ,
    Juanzi Li
    , Jun Zhao
  32. Evaluating Personalized Tool-Augmented LLMs from the Perspectives of Personalization and Proactivity
    ACL 2025 ·
    Yupu Hao
    ,
    Pengfei Cao
    ,
    Zhuoran Jin
    ,
    Huanxuan Liao
    ,
    Yubo Chen
    ,
    Kang Liu
    , Jun Zhao
  33. Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement
    ACL 2025 ·
    Xiaowei Yuan
    ,
    Zhao Yang
    ,
    Ziyang Huang
    ,
    Yequan Wang
    ,
    Siqi Fan
    ,
    Yiming Ju
    , Jun Zhao,
    Kang Liu
  34. Improve Rule Retrieval and Reasoning with Self-Induction and Relevance ReEstimate
    ACL 2025 ·
    Ziyang Huang
    ,
    Wangtao Sun
    , Jun Zhao,
    Kang Liu
  35. KMatrix-2: A Comprehensive Heterogeneous Knowledge Collaborative Enhancement Toolkit for Large Language Model
    EMNLP 2025 ·
    Shun Wu
    ,
    Di Wu
    ,
    Wangtao Sun
    ,
    Ziyang Huang
    ,
    Xiaowei Yuan
    ,
    Kun Luo
    ,
    Xueyou Zhang
    ,
    Shizhu He
    , Jun Zhao,
    Kang Liu
  36. Know-MRI: A Knowledge Mechanisms Revealer&Interpreter for Large Language Models
    ACL 2025 ·
    Jiaxiang Liu
    ,
    Boxuan Xing
    ,
    Chenhao Yuan
    ,
    Chenxiang Zhang
    ,
    Di Wu
    ,
    Xiusheng Huang
    ,
    Haida Yu
    ,
    Chuhan Lang
    ,
    Pengfei Cao
    , Jun Zhao,
    Kang Liu
  37. Knowledge Localization: Mission Not Accomplished? Enter Query Localization!
    ICLR 2025 ·
    Yuheng Chen
    ,
    Pengfei Cao
    ,
    Yubo Chen
    ,
    Kang Liu
    , Jun Zhao
  38. Knowledge in Superposition: Unveiling the Failures of Lifelong Knowledge Editing for Large Language Models
    AAAI 2025 ·
    Chenhui Hu
    ,
    Pengfei Cao
    ,
    Yubo Chen
    ,
    Kang Liu
    , Jun Zhao
  39. LLaSA: Large Language and Structured Data Assistant
    NAACL 2025 ·
    Yao Xu
    ,
    Shizhu He
    ,
    Jiabei Chen
    ,
    ZengXiangrong ZengXiangrong
    ,
    Bingning Wang
    ,
    Guang Liu
    , Jun Zhao,
    Kang Liu
  40. M2Edit: Locate and Edit Multi-Granularity Knowledge in Multimodal Large Language Model
    EMNLP 2025 ·
    Yang Zhou
    ,
    Pengfei Cao
    ,
    Yubo Chen
    ,
    Qingbin Liu
    ,
    Dianbo Sui
    ,
    Xi Chen
    ,
    Kang Liu
    , Jun Zhao
  41. MIRAGE: Evaluating and Explaining Inductive Reasoning Process in Language Models
    ICLR 2025 ·
    Jiachun Li
    ,
    Pengfei Cao
    ,
    Zhuoran Jin
    ,
    Yubo Chen
    ,
    Kang Liu
    , Jun Zhao
  42. MotivGraph-SoIQ: Integrating Motivational Knowledge Graphs and Socratic Dialogue for Enhanced LLM Ideation
    EMNLP 2025 ·
    Xinping Lei
    ,
    Tong Zhou
    ,
    Yubo Chen
    ,
    Kang Liu
    , Jun Zhao
  43. My Words Imply Your Opinion: Reader Agent-Based Propagation Enhancement for Personalized Implicit Emotion Analysis
    ACL 2025 ·
    Jian Liao
    ,
    Yu Feng
    ,
    Yujin Zheng
    , Jun Zhao,
    Suge Wang
    ,
    Jianxing Zheng
  44. Neural Incompatibility: The Unbridgeable Gap of Cross-Scale Parametric Knowledge Transfer in Large Language Models
    ACL 2025 ·
    Yuqiao Tan
    ,
    Shizhu He
    ,
    Kang Liu
    , Jun Zhao
  45. Neural-Symbolic Collaborative Distillation: Advancing Small Language Models for Complex Reasoning Tasks
    AAAI 2025 ·
    Huanxuan Liao
    ,
    Shizhu He
    ,
    Yao Xu
    ,
    Yuanzhe Zhang
    ,
    Kang Liu
    , Jun Zhao
  46. RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment
    ACL 2025 ·
    Zhuoran Jin
    ,
    Hongbang Yuan
    ,
    Tianyi Men
    ,
    Pengfei Cao
    ,
    Yubo Chen
    ,
    Jiexin Xu
    ,
    Huaijun Li
    ,
    Xiaojian Jiang
    ,
    Kang Liu
    , Jun Zhao
  47. RULE: Reinforcement UnLEarning Achieves Forget-retain Pareto Optimality
    NeurIPS 2025 ·
    Chenlong Zhang
    ,
    Zhuoran Jin
    ,
    Hongbang Yuan
    ,
    Jiaheng Wei
    ,
    Tong Zhou
    ,
    Kang Liu
    , Jun Zhao,
    Yubo Chen
  48. Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing
    ACL 2025 ·
    Jiakuan Xie
    ,
    Pengfei Cao
    ,
    Yubo Chen
    ,
    Kang Liu
    , Jun Zhao
  49. Search-in-Context: Efficient Multi-Hop QA over Long Contexts via Monte Carlo Tree Search with Dynamic KV Retrieval
    ACL 2025 ·
    Jiabei Chen
    ,
    Guang Liu
    ,
    Shizhu He
    ,
    Kun Luo
    ,
    Yao Xu
    , Jun Zhao,
    Kang Liu
  50. The Knowledge Microscope: Features as Better Analytical Lenses than Neurons
    ACL 2025 ·
    Yuheng Chen
    ,
    Pengfei Cao
    ,
    Kang Liu
    , Jun Zhao
  51. Towards Better Chain-of-Thought: A Reflection on Effectiveness and Faithfulness
    ACL 2025 ·
    Jiachun Li
    ,
    Pengfei Cao
    ,
    Yubo Chen
    ,
    Jiexin Xu
    ,
    Huaijun Li
    ,
    Xiaojian Jiang
    ,
    Kang Liu
    , Jun Zhao
  52. Towards Robust Knowledge Unlearning: An Adversarial Framework for Assessing and Improving Unlearning Robustness in Large Language Models
    AAAI 2025 ·
    Hongbang Yuan
    ,
    Zhuoran Jin
    ,
    Pengfei Cao
    ,
    Yubo Chen
    ,
    Kang Liu
    , Jun Zhao
  53. Transparentize the Internal and External Knowledge Utilization in LLMs with Trustworthy Citation
    ACL 2025 ·
    Jiajun Shen
    ,
    Tong Zhou
    ,
    Yubo Chen
    ,
    Delai Qiu
    ,
    Shengping Liu
    ,
    Kang Liu
    , Jun Zhao
  54. Why and How LLMs Benefit from Knowledge Introspection in Commonsense Reasoning
    EMNLP 2025 ·
    Chengfeng Zhao
    ,
    Shizhu He
    ,
    Shanshan Jiang
    ,
    Bin Dong
    , Jun Zhao,
    Kang Liu
  55. A Joint Framework with Heterogeneous-Relation-Aware Graph and Multi-Channel Label Enhancing Strategy for Event Causality Extraction
    AAAI 2024 ·
    Ruili Pu
    ,
    Yang Li
    , Jun Zhao,
    Suge Wang
    ,
    Deyu Li
    ,
    Jian Liao
    ,
    Jianxing Zheng
  56. ABSEval: An Agent-based Framework for Script Evaluation
    EMNLP 2024 ·
    Sirui Liang
    ,
    Baoli Zhang
    , Jun Zhao,
    Kang Liu
  57. AgentsCourt: Building Judicial Decision-Making Agents with Court Debate Simulation and Legal Knowledge Augmentation
    EMNLP 2024 ·
    Zhitao He
    ,
    Pengfei Cao
    ,
    Chenhao Wang
    ,
    Zhuoran Jin
    ,
    Yubo Chen
    ,
    Jiexin Xu
    ,
    Huaijun Li
    ,
    Kang Liu
    , Jun Zhao
  58. CogMG: Collaborative Augmentation Between Large Language Model and Knowledge Graph
    ACL 2024 ·
    Tong Zhou
    ,
    Yubo Chen
    ,
    Kang Liu
    , Jun Zhao
  59. Commonsense Knowledge Editing Based on Free-Text in LLMs
    EMNLP 2024 ·
    Xiusheng Huang
    ,
    Yequan Wang
    , Jun Zhao,
    Kang Liu
  60. Cutting Off the Head Ends the Conflict: A Mechanism for Interpreting and Mitigating Knowledge Conflicts in Language Models
    ACL 2024 ·
    Zhuoran Jin
    ,
    Pengfei Cao
    ,
    Hongbang Yuan
    ,
    Yubo Chen
    ,
    Jiexin Xu
    ,
    Huaijun Li
    ,
    Xiaojian Jiang
    ,
    Kang Liu
    , Jun Zhao
  61. DA-Code: Agent Data Science Code Generation Benchmark for Large Language Models
    EMNLP 2024 ·
    Yiming Huang
    ,
    Jianwen Luo
    ,
    Yan Yu
    ,
    Yitong Zhang
    ,
    Fangyu Lei
    ,
    Yifan Wei
    ,
    Shizhu He
    ,
    Lifu Huang
    ,
    Xiao Liu
    , Jun Zhao,
    Kang Liu
  62. Discerning and Resolving Knowledge Conflicts through Adaptive Decoding with Contextual Information-Entropy Constraint
    ACL 2024 ·
    Xiaowei Yuan
    ,
    Zhao Yang
    ,
    Yequan Wang
    ,
    Shengping Liu
    , Jun Zhao,
    Kang Liu
  63. Does Knowledge Localization Hold True? Surprising Differences Between Entity and Relation Perspectives in Language Models
    CIKM 2024 ·
    Yifan Wei
    ,
    Xiaoyan Yu
    ,
    Yixuan Weng
    ,
    Huanhuan Ma
    ,
    Yuanzhe Zhang
    , Jun Zhao,
    Kang Liu
  64. Focus on Your Question! Interpreting and Mitigating Toxic CoT Problems in Commonsense Reasoning
    ACL 2024 ·
    Jiachun Li
    ,
    Pengfei Cao
    ,
    Chenhao Wang
    ,
    Zhuoran Jin
    ,
    Yubo Chen
    ,
    Daojian Zeng
    ,
    Kang Liu
    , Jun Zhao
  65. From Instance Training to Instruction Learning: Task Adapters Generation from Instructions
    NeurIPS 2024 ·
    Huanxuan Liao
    ,
    Shizhu He
    ,
    Yao Xu
    ,
    Yuanzhe Zhang
    ,
    Yanchao Hao
    ,
    Shengping Liu
    ,
    Kang Liu
    , Jun Zhao
  66. Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering
    EMNLP 2024 ·
    Yao Xu
    ,
    Shizhu He
    ,
    Jiabei Chen
    ,
    Zihao Wang
    ,
    Yangqiu Song
    ,
    Hanghang Tong
    ,
    Guang Liu
    , Jun Zhao,
    Kang Liu
  67. Improving Zero-shot LLM Re-Ranker with Risk Minimization
    EMNLP 2024 ·
    Xiaowei Yuan
    ,
    Zhao Yang
    ,
    Yequan Wang
    , Jun Zhao,
    Kang Liu
  68. Instance-Level Dynamic LoRAs Composition for Cross-Task Generalization
    EMNLP 2024 ·
    Zhiqi Wang
    ,
    Shizhu He
    ,
    Kang Liu
    , Jun Zhao
  69. ItD: Large Language Models Can Teach Themselves Induction through Deduction
    ACL 2024 ·
    Wangtao Sun
    ,
    Haotian Xu
    ,
    Xuanqing Yu
    ,
    Pei Chen
    ,
    Shizhu He
    , Jun Zhao,
    Kang Liu
  70. Journey to the Center of the Knowledge Neurons: Discoveries of Language-Independent Knowledge Neurons and Degenerate Knowledge Neurons
    AAAI 2024 ·
    Yuheng Chen
    ,
    Pengfei Cao
    ,
    Yubo Chen
    ,
    Kang Liu
    , Jun Zhao
  71. KMatrix: A Flexible Heterogeneous Knowledge Enhancement Toolkit for Large Language Model
    EMNLP 2024 ·
    Shun Wu
    ,
    Di Wu
    ,
    Kun Luo
    ,
    Xueyou Zhang
    , Jun Zhao,
    Kang Liu
  72. LINKED: Eliciting, Filtering and Integrating Knowledge in Large Language Model for Commonsense Reasoning
    EMNLP 2024 ·
    Jiachun Li
    ,
    Pengfei Cao
    ,
    Chenhao Wang
    ,
    Zhuoran Jin
    ,
    Yubo Chen
    ,
    Kang Liu
    ,
    Xiaojian Jiang
    ,
    Jiexin Xu
    , Jun Zhao
  73. Landmark Embedding: A Chunking-Free Embedding Method For Retrieval Augmented Long-Context Large Language Models
    ACL 2024 ·
    Kun Luo
    ,
    Zheng Liu
    ,
    Shitao Xiao
    ,
    Tong Zhou
    ,
    Yubo Chen
    , Jun Zhao,
    Kang Liu
  74. Large Language Models as Foundations for Next-Gen Dense Retrieval: A Comprehensive Empirical Assessment
    EMNLP 2024 ·
    Kun Luo
    ,
    Minghao Qin
    ,
    Zheng Liu
    ,
    Shitao Xiao
    , Jun Zhao,
    Kang Liu
  75. MULFE: A Multi-Level Benchmark for Free Text Model Editing
    ACL 2024 ·
    Chenhao Wang
    ,
    Pengfei Cao
    ,
    Zhuoran Jin
    ,
    Yubo Chen
    ,
    Daojian Zeng
    ,
    Kang Liu
    , Jun Zhao
  76. Mastering Symbolic Operations: Augmenting Language Models with Compiled Neural Networks
    ICLR 2024 ·
    Yixuan Weng
    ,
    Minjun Zhu
    ,
    Fei Xia
    ,
    Bin Li
    ,
    Shizhu He
    ,
    Kang Liu
    , Jun Zhao
  77. Oasis: Data Curation and Assessment System for Pretraining of Large Language Models
    IJCAI 2024 ·
    Tong Zhou
    ,
    Yubo Chen
    ,
    Pengfei Cao
    ,
    Kang Liu
    ,
    Shengping Liu
    , Jun Zhao
  78. On the In-context Generation of Language Models
    EMNLP 2024 ·
    Zhongtao Jiang
    ,
    Yuanzhe Zhang
    ,
    Kun Luo
    ,
    Xiaowei Yuan
    , Jun Zhao,
    Kang Liu
  79. RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models
    NeurIPS 2024 ·
    Zhuoran Jin
    ,
    Pengfei Cao
    ,
    Chenhao Wang
    ,
    Zhitao He
    ,
    Hongbang Yuan
    ,
    Jiachun Li
    ,
    Yubo Chen
    ,
    Kang Liu
    , Jun Zhao
  80. S3Eval: A Synthetic, Scalable, Systematic Evaluation Suite for Large Language Model
    NAACL 2024 ·
    Fangyu Lei
    ,
    Qian Liu
    ,
    Yiming Huang
    ,
    Shizhu He
    , Jun Zhao,
    Kang Liu
  81. Teaching Small Language Models to Reason for Knowledge-Intensive Multi-Hop Question Answering
    ACL 2024 ·
    Xiang Li
    ,
    Shizhu He
    ,
    Fangyu Lei
    ,
    JunYang JunYang
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