PPaperPicks

Maosong Sun

Tsinghua University, Department of Computer Science and Technology, Beijing, China

116 papers at tracked venues · 91 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-6011-6115 ↗Google Scholar ↗

Venues

ACL ×58EMNLP ×18ICLR ×13NeurIPS ×8CVPR ×4NAACL ×4AAAI ×3ICML ×3IJCAI ×2ACM MM ×1CIKM ×1SIGIR ×1

Frequent coauthors

Zhiyuan Liu
×73
Xu Han
×28
Shuo Wang
×26
Zhenghao Liu
×25
Yukun Yan
×22
Yankai Lin
×19
Xin Cong
×16
Cheng Yang
×13
Chen Qian
×12
Kangyang Luo
×11
Ge Yu
×11
Yuzhuo Bai
×11

Papers

  1. A Goal Without a Plan Is Just a Wish: Efficient and Effective Global Planner Training for Long-Horizon Agent Task
    ACL 2026 ·
    Shuzheng Si
    ,
    Haozhe Zhao
    ,
    Kangyang Luo
    ,
    Gang Chen
    ,
    Fanchao Qi
    ,
    Minjia Zhang
    ,
    Baobao Chang
    , Maosong Sun
  2. AutoReproduce: Automatic AI Experiment Reproduction with Paper Lineage
    ACL 2026 ·
    Xuanle Zhao
    ,
    Zilin Sang
    ,
    Yuxuan Li
    ,
    Qi Shi
    ,
    Weilun Zhao
    ,
    Shuo Wang
    ,
    Duzhen Zhang
    ,
    Xu Han
    ,
    Zhiyuan Liu
    , Maosong Sun
  3. AutoVecCoder: Teaching LLMs to Generate Explicitly Vectorized Code
    ACL 2026 ·
    ShangZhan Li
    ,
    Xinyu Yin
    ,
    Xuanyu Jin
    ,
    Ye He
    ,
    Yuxin Zhou
    ,
    Yuxuan Li
    ,
    Xu Han
    ,
    Wanxiang Che
    ,
    Qi Shi
    ,
    Ting Liu
    , Maosong Sun
  4. CheckRLM: Effective Knowledge-Thought Coherence Checking in Retrieval-Augmented Reasoning
    ACL 2026 ·
    Dingling Xu
    ,
    Ruobing Wang
    ,
    Qingfei Zhao
    ,
    Yukun Yan
    ,
    Zhichun Wang
    ,
    Daren Zha
    ,
    Shi Yu
    ,
    Zhenghao Liu
    ,
    Shuo Wang
    ,
    Xu Han
    , Maosong Sun
  5. Chunks as Arms: Multi-Armed Bandit-Guided Sampling for Long-Context LLM Preference Optimization
    ACL 2026 ·
    Shaohua Duan
    ,
    Pengcheng Huang
    ,
    Xinze Li
    ,
    Zhenghao Liu
    ,
    Xiaoyuan Yi
    ,
    Yukun Yan
    ,
    Shuo Wang
    ,
    Yu Gu
    ,
    Ge Yu
    , Maosong Sun
  6. EchoMLLM: Incentivizing Echocardiographic Video Understanding with Keyframe Grounding and Report Generation
    ACL 2026 ·
    Heyu Huang
    ,
    Wanran Sun
    ,
    Chi Chen
    ,
    Bo Chen
    ,
    Zonghao Guo
    ,
    Yuhua Li
    ,
    Ruixuan Li
    ,
    Kunlun He
    , Maosong Sun
  7. Empirical Analysis of Decoding Biases in Masked Diffusion Models
    ACL 2026 ·
    Pengcheng Huang
    ,
    Tianming Liu
    ,
    Zhenghao Liu
    ,
    Yukun Yan
    ,
    Shuo Wang
    ,
    Tong Xiao
    ,
    Zulong Chen
    , Maosong Sun
  8. Enhancing Long-Chain Reasoning Distillation through Error-Aware Self-Reflection
    ACL 2026 ·
    Zhuoyang Wu
    ,
    Xinze Li
    ,
    Zhenghao Liu
    ,
    Yukun Yan
    ,
    Zhiyuan Liu
    ,
    Minghe Yu
    ,
    Cheng Yang
    ,
    Yu Gu
    ,
    Ge Yu
    , Maosong Sun
  9. FaithLens: Detecting and Explaining Faithfulness Hallucination
    ACL 2026 ·
    Shuzheng Si
    ,
    Qingyi Wang
    ,
    Haozhe Zhao
    ,
    Yuzhuo Bai
    ,
    Guanqiao Chen
    ,
    Kangyang Luo
    ,
    Gang Chen
    ,
    Fanchao Qi
    ,
    Minjia Zhang
    ,
    Baobao Chang
    , Maosong Sun
  10. From Scaffolding to Assimilation: Progressive Structural Internalization for Format-Constrained Creative Text Generation
    ACL 2026 ·
    Wenhao Li
    ,
    Yuwei Yang
    ,
    Xiaoqing Wu
    ,
    Yufeng Han
    ,
    Cunliang Kong
    ,
    Yuzhuo Bai
    ,
    Xin Cong
    , Maosong Sun
  11. IROTE: Human-like Traits Elicitation of Large Language Model via In-Context Self-Reflective Optimization
    AAAI 2026 ·
    Yuzhuo Bai
    ,
    Shitong Duan
    ,
    Muhua Huang
    ,
    Jing Yao
    ,
    Zhenghao Liu
    ,
    Peng Zhang
    ,
    Tun Lu
    ,
    Xiaoyuan Yi
    , Maosong Sun,
    Xing Xie
  12. ImCoref-CeS: An Improved Lightweight Pipeline for Coreference Resolution with LLM-based Checker-Splitter Refinement
    ACL 2026 ·
    Kangyang Luo
    ,
    Yuzhuo Bai
    ,
    Shuzheng Si
    ,
    Cheng Gao
    ,
    Zhitong Wang
    ,
    Yingli Shen
    ,
    Wenhao Li
    ,
    Zhu Liu
    ,
    Yufeng Han
    ,
    Jiayi Wu
    ,
    Cunliang Kong
    , Maosong Sun
  13. LLaVA-UHD v2: Exploiting Hierarchical Vision Granularity in MLLMs via Inverse Semantic Pyramid
    AAAI 2026 ·
    Yipeng Zhang
    ,
    Yifan Liu
    ,
    Zonghao Guo
    ,
    Yidan Zhang
    ,
    Xuesong Yang
    ,
    Xiaoying Zhang
    ,
    Chi Chen
    ,
    Jun Song
    ,
    Yuan Yao
    ,
    Tat-Seng Chua
    , Maosong Sun
  14. Long-Chain Reasoning Distillation via Adaptive Prefix Alignment
    ACL 2026 ·
    Zhenghao Liu
    ,
    Zhuoyang Wu
    ,
    Xinze Li
    ,
    Yukun Yan
    ,
    Shuo Wang
    ,
    Zulong Chen
    ,
    Yu Gu
    ,
    Ge Yu
    , Maosong Sun
  15. MEIC-DT: Memory-Efficient Incremental Clustering for Long-Text Coreference Resolution with Dual-Threshold Constraints
    ACL 2026 ·
    Kangyang Luo
    ,
    Shuzheng Si
    ,
    Yuzhuo Bai
    ,
    Cheng Gao
    ,
    Zhitong Wang
    ,
    Cheng Huang
    ,
    Yingli Shen
    ,
    Yufeng Han
    ,
    Wenhao Li
    ,
    Cunliang Kong
    , Maosong Sun
  16. MetaMem: Evolving Meta-Memory for Knowledge Utilization through Self-Reflective Symbolic Optimization
    ACL 2026 ·
    Haidong Xin
    ,
    Xinze Li
    ,
    Zhenghao Liu
    ,
    Yukun Yan
    ,
    Shuo Wang
    ,
    Cheng Yang
    ,
    Yu Gu
    ,
    Ge Yu
    , Maosong Sun
  17. Mixture-of-Retrieval Experts for Reasoning-Guided Multimodal Knowledge Exploitation
    SIGIR 2026 ·
    Chunyi Peng
    ,
    Zhipeng Xu
    ,
    Zhenghao Liu
    ,
    Yishan Li
    ,
    Yukun Yan
    ,
    Shuo Wang
    ,
    Yu Gu
    ,
    Minghe Yu
    ,
    Ge Yu
    , Maosong Sun
  18. Musical Score Understanding Benchmark: Evaluating Large Language Models' Comprehension of Complete Musical Scores
    ACL 2026 ·
    Congren Dai
    ,
    Yue Yang
    ,
    Krinos Li
    ,
    Huichi Zhou
    ,
    Shijie Liang
    ,
    Zhang Bo
    ,
    Enyang Liu
    ,
    Ge Jin
    ,
    Hongran An
    ,
    Haosen Zhang
    ,
    Peiyuan Jing
    ,
    Kinhei Lee
    ,
    Zhenxuan Zhang
    ,
    Xiaobing Li
    , Maosong Sun
  19. RSMeM: Knowledge-Enhanced Memory Evolution for Remote Sensing Agents with Systematic Evaluation
    ACL 2026 ·
    Bingxian Wu
    ,
    Yu Zhang
    ,
    Zonghao Guo
    ,
    Tang Liu
    ,
    Chen Qian
    ,
    Yuxiang Lu
    ,
    Xingbo Du
    ,
    Yanghao Li
    ,
    Yidan Zhang
    ,
    Chi Chen
    ,
    Ling Yao
    ,
    Chenghu Zhou
    , Maosong Sun
  20. Revealing the Attention Floating Mechanism in Masked Diffusion Models
    ACL 2026 ·
    Xin Dai
    ,
    Pengcheng Huang
    ,
    Zhenghao Liu
    ,
    Shuo Wang
    ,
    Yukun Yan
    ,
    Chaojun Xiao
    ,
    Yu Gu
    ,
    Ge Yu
    , Maosong Sun
  21. StateX: Enhancing RNN Recall via Post-training State Expansion
    ACL 2026 ·
    Xingyu Shen
    ,
    Yingfa Chen
    ,
    Zhen Leng Thai
    ,
    Xu Han
    ,
    Zhiyuan Liu
    , Maosong Sun
  22. Teaching Large Language Models to Maintain Contextual Faithfulness via Synthetic Tasks and Reinforcement Learning
    AAAI 2026 ·
    Shuzheng Si
    ,
    Haozhe Zhao
    ,
    Cheng Gao
    ,
    Yuzhuo Bai
    ,
    Zhitong Wang
    ,
    Bofei Gao
    ,
    Kangyang Luo
    ,
    Wenhao Li
    ,
    Yufei Huang
    ,
    Gang Chen
    ,
    Fanchao Qi
    ,
    Minjia Zhang
    ,
    Baobao Chang
    , Maosong Sun
  23. UNIKIE-BENCH: Benchmarking Large Multimodal Models for Key Information Extraction in Visual Documents
    ACL 2026 ·
    Yifan Ji
    ,
    Zhipeng Xu
    ,
    Zhenghao Liu
    ,
    Zulong Chen
    ,
    Qian Zhang
    ,
    Zhibo Yang
    ,
    Junyang Lin
    ,
    Yu Gu
    ,
    Ge Yu
    , Maosong Sun
  24. A Multi-Power Law for Loss Curve Prediction Across Learning Rate Schedules
    ICLR 2025 ·
    Kairong Luo
    ,
    Haodong Wen
    ,
    Shengding Hu
    ,
    Zhenbo Sun
    ,
    Zhiyuan Liu
    , Maosong Sun,
    Kaifeng Lyu
    ,
    Wenguang Chen
  25. A Top-down Graph-based Tool for Modeling Classical Semantic Maps: A Case Study of Supplementary Adverbs
    NAACL 2025 ·
    Zhu Liu
    ,
    Cunliang Kong
    ,
    Ying Liu
    , Maosong Sun
  26. A*-Thought: Efficient Reasoning via Bidirectional Compression for Low-Resource Settings
    NeurIPS 2025 ·
    Xiaoang Xu
    ,
    Shuo Wang
    ,
    Xu Han
    ,
    Zhenghao Liu
    ,
    Huijia Wu
    ,
    Peipei Li
    ,
    Zhiyuan Liu
    , Maosong Sun,
    Zhaofeng He
  27. APB: Accelerating Distributed Long-Context Inference by Passing Compressed Context Blocks across GPUs
    ACL 2025 ·
    Yuxiang Huang
    ,
    Mingye Li
    ,
    Xu Han
    ,
    Chaojun Xiao
    ,
    Weilin Zhao
    ,
    Sun Ao
    ,
    Hao Zhou
    ,
    Jie Zhou
    ,
    Zhiyuan Liu
    , Maosong Sun
  28. AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization
    CVPR 2025 ·
    Yiyang Du
    ,
    Xiaochen Wang
    ,
    Chi Chen
    ,
    Jiabo Ye
    ,
    Yiru Wang
    ,
    Peng Li
    ,
    Ming Yan
    ,
    Ji Zhang
    ,
    Fei Huang
    ,
    Zhifang Sui
    , Maosong Sun,
    Yang Liu
  29. Advancing LLM Reasoning Generalists with Preference Trees
    ICLR 2025 ·
    Lifan Yuan
    ,
    Ganqu Cui
    ,
    Hanbin Wang
    ,
    Ning Ding
    ,
    Xingyao Wang
    ,
    Boji Shan
    ,
    Zeyuan Liu
    ,
    Jia Deng
    ,
    Huimin Chen
    ,
    Ruobing Xie
    ,
    Yankai Lin
    ,
    Zhenghao Liu
    ,
    Bowen Zhou
    ,
    Hao Peng
    ,
    Zhiyuan Liu
    , Maosong Sun
  30. AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning
    EMNLP 2025 ·
    Zhong Zhang
    ,
    Yaxi Lu
    ,
    Yikun Fu
    ,
    Yupeng Huo
    ,
    Shenzhi Yang
    ,
    Yesai Wu
    ,
    Han Si
    ,
    Xin Cong
    ,
    Haotian Chen
    ,
    Yankai Lin
    ,
    Jie Xie
    ,
    Wei Zhou
    ,
    Wang Xu
    ,
    Yuanheng Zhang
    ,
    Zhou Su
    ,
    Zhongwu Zhai
    ,
    Xiaoming Liu
    ,
    Yudong Mei
    ,
    Jianming Xu
    ,
    Hongyan Tian
    ,
    Chongyi Wang
    ,
    Chi Chen
    ,
    Yuan Yao
    ,
    Zhiyuan Liu
    , Maosong Sun
  31. AgentRM: Enhancing Agent Generalization with Reward Modeling
    ACL 2025 ·
    Yu Xia
    ,
    Jingru Fan
    ,
    Weize Chen
    ,
    Siyu Yan
    ,
    Xin Cong
    ,
    Zhong Zhang
    ,
    Yaxi Lu
    ,
    Yankai Lin
    ,
    Zhiyuan Liu
    , Maosong Sun
  32. Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering
    ACL 2025 ·
    Shuzheng Si
    ,
    Haozhe Zhao
    ,
    Gang Chen
    ,
    Cheng Gao
    ,
    Yuzhuo Bai
    ,
    Zhitong Wang
    ,
    Kaikai An
    ,
    Kangyang Luo
    ,
    Chen Qian
    ,
    Fanchao Qi
    ,
    Baobao Chang
    , Maosong Sun
  33. AutoClean: LLMs Can Prepare Their Training Corpus
    NAACL 2025 ·
    Xingyu Shen
    ,
    Shengding Hu
    ,
    Xinrong Zhang
    ,
    Xu Han
    ,
    Xiaojun Meng
    ,
    Jiansheng Wei
    ,
    Zhiyuan Liu
    , Maosong Sun
  34. Benchmarking Retrieval-Augmented Generation in Multi-Modal Contexts
    ACM MM 2025 ·
    Zhenghao Liu
    ,
    Xingsheng Zhu
    ,
    Tianshuo Zhou
    ,
    Xinyi Zhang
    ,
    Xiaoyuan Yi
    ,
    Yukun Yan
    ,
    Ge Yu
    , Maosong Sun
  35. CLaMP 2: Multimodal Music Information Retrieval Across 101 Languages Using Large Language Models
    NAACL 2025 ·
    Shangda Wu
    ,
    Yashan Wang
    ,
    Ruibin Yuan
    ,
    Zhancheng Guo
    ,
    Xu Tan
    ,
    Ge Zhang
    ,
    Monan Zhou
    ,
    Jing Chen
    ,
    Xuefeng Mu
    ,
    Yuejie Gao
    ,
    Yuanliang Dong
    ,
    Jiafeng Liu
    ,
    Xiaobing Li
    ,
    Feng Yu
    , Maosong Sun
  36. CLaMP 3: Universal Music Information Retrieval Across Unaligned Modalities and Unseen Languages
    ACL 2025 ·
    Shangda Wu
    ,
    Zhancheng Guo
    ,
    Ruibin Yuan
    ,
    Junyan Jiang
    ,
    Seungheon Doh
    ,
    Gus Xia
    ,
    Juhan Nam
    ,
    Xiaobing Li
    ,
    Feng Yu
    , Maosong Sun
  37. ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation
    ACL 2025 ·
    Xuanle Zhao
    ,
    Xianzhen Luo
    ,
    Qi Shi
    ,
    Chi Chen
    ,
    Shuo Wang
    ,
    Zhiyuan Liu
    , Maosong Sun
  38. ClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented Generation
    EMNLP 2025 ·
    Hao Chen
    ,
    Yukun Yan
    ,
    Sen Mei
    ,
    Wanxiang Che
    ,
    Zhenghao Liu
    ,
    Qi Shi
    ,
    Xinze Li
    ,
    Yuchun Fan
    ,
    Pengcheng Huang
    ,
    Qiushi Xiong
    ,
    Zhiyuan Liu
    , Maosong Sun
  39. Cost-Optimal Grouped-Query Attention for Long-Context Modeling
    EMNLP 2025 ·
    Yingfa Chen
    ,
    Yutong Wu
    ,
    Chenyang Song
    ,
    Zhen Leng Thai
    ,
    Xingyu Shen
    ,
    Xu Han
    ,
    Zhiyuan Liu
    , Maosong Sun
  40. DCAD-2000: A Multilingual Dataset across 2000+ Languages with Data Cleaning as Anomaly Detection
    NeurIPS 2025 ·
    Yingli Shen
    ,
    Wen Lai
    ,
    Shuo Wang
    ,
    Xueren Zhang
    ,
    Kangyang Luo
    ,
    Alexander Fraser
    , Maosong Sun
  41. DeepNote: Note-Centric Deep Retrieval-Augmented Generation
    EMNLP 2025 ·
    Ruobing Wang
    ,
    Qingfei Zhao
    ,
    Yukun Yan
    ,
    Daren Zha
    ,
    Yuxuan Chen
    ,
    Shi Yu
    ,
    Zhenghao Liu
    ,
    Yixuan Wang
    ,
    Shuo Wang
    ,
    Xu Han
    ,
    Zhiyuan Liu
    , Maosong Sun
  42. Document Segmentation Matters for Retrieval-Augmented Generation
    ACL 2025 ·
    Zhitong Wang
    ,
    Cheng Gao
    ,
    Chaojun Xiao
    ,
    Yufei Huang
    ,
    Shuzheng Si
    ,
    Kangyang Luo
    ,
    Yuzhuo Bai
    ,
    Wenhao Li
    ,
    Tangjian Duan
    ,
    Chuancheng Lv
    ,
    Guoshan Lu
    ,
    Gang Chen
    ,
    Fanchao Qi
    , Maosong Sun
  43. Enhancing Open-Domain Task-Solving Capability of LLMs via Autonomous Tool Integration from GitHub
    ACL 2025 ·
    Bohan Lyu
    ,
    Xin Cong
    ,
    Heyang Yu
    ,
    Pan Yang
    ,
    Cheng Qian
    ,
    Zihe Wang
    ,
    Yujia Qin
    ,
    Yining Ye
    ,
    Yaxi Lu
    ,
    Chen Qian
    ,
    Zhong Zhang
    ,
    Yukun Yan
    ,
    Yankai Lin
    ,
    Zhiyuan Liu
    , Maosong Sun
  44. FR-Spec: Accelerating Large-Vocabulary Language Models via Frequency-Ranked Speculative Sampling
    ACL 2025 ·
    Weilin Zhao
    ,
    Tengyu Pan
    ,
    Xu Han
    ,
    Yudi Zhang
    ,
    Sun Ao
    ,
    Yuxiang Huang
    ,
    Kaihuo Zhang
    ,
    Weilun Zhao
    ,
    Yuxuan Li
    ,
    Jie Zhou
    ,
    Hao Zhou
    ,
    Jianyong Wang
    , Maosong Sun,
    Zhiyuan Liu
  45. From Unaligned to Aligned: Scaling Multilingual LLMs with Multi-Way Parallel Corpora
    EMNLP 2025 ·
    Yingli Shen
    ,
    Wen Lai
    ,
    Shuo Wang
    ,
    Ge Gao
    ,
    Kangyang Luo
    ,
    Alexander Fraser
    , Maosong Sun
  46. Fusing Highly Specialized Language Models for Comprehensive Expertise
    ACL 2025 ·
    Ning Ding
    ,
    Yulin Chen
    ,
    Ganqu Cui
    ,
    Xingtai Lv
    ,
    Weilin Zhao
    ,
    Kaiyan Zhang
    ,
    Ruobing Xie
    ,
    Bowen Zhou
    ,
    Zhiyuan Liu
    , Maosong Sun
  47. GATEAU: Selecting Influential Samples for Long Context Alignment
    EMNLP 2025 ·
    Shuzheng Si
    ,
    Haozhe Zhao
    ,
    Gang Chen
    ,
    Yunshui Li
    ,
    Kangyang Luo
    ,
    Chuancheng Lv
    ,
    Kaikai An
    ,
    Fanchao Qi
    ,
    Baobao Chang
    , Maosong Sun
  48. GLTW: Joint Improved Graph Transformer and LLM via Three-Word Language for Knowledge Graph Completion
    ACL 2025 ·
    Kangyang Luo
    ,
    Yuzhuo Bai
    ,
    Cheng Gao
    ,
    Shuzheng Si
    ,
    Zhu Liu
    ,
    Yingli Shen
    ,
    Zhitong Wang
    ,
    Cunliang Kong
    ,
    Wenhao Li
    ,
    Yufei Huang
    ,
    Ye Tian
    ,
    Xuantang Xiong
    ,
    Lei Han
    , Maosong Sun
  49. GUICourse: From General Vision Language Model to Versatile GUI Agent
    ACL 2025 ·
    Wentong Chen
    ,
    Junbo Cui
    ,
    Jinyi Hu
    ,
    Yujia Qin
    ,
    Junjie Fang
    ,
    Yue Zhao
    ,
    Chongyi Wang
    ,
    Jun Liu
    ,
    Guirong Chen
    ,
    Yupeng Huo
    ,
    Yuan Yao
    ,
    Yankai Lin
    ,
    Zhiyuan Liu
    , Maosong Sun
  50. Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence
    ICLR 2025 ·
    Weize Chen
    ,
    Ziming You
    ,
    Ran Li
    ,
    Yitong Guan
    ,
    Chen Qian
    ,
    Chenyang Zhao
    ,
    Cheng Yang
    ,
    Ruobing Xie
    ,
    Zhiyuan Liu
    , Maosong Sun
  51. Judge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language Models
    ACL 2025 ·
    Shuliang Liu
    ,
    Xinze Li
    ,
    Zhenghao Liu
    ,
    Yukun Yan
    ,
    Cheng Yang
    ,
    Zheni Zeng
    ,
    Zhiyuan Liu
    , Maosong Sun,
    Ge Yu
  52. KBAlign: Efficient Self Adaptation on Specific Textual Knowledge Bases
    EMNLP 2025 ·
    Zheni Zeng
    ,
    Yuxuan Chen
    ,
    Shi Yu
    ,
    Ruobing Wang
    ,
    Yukun Yan
    ,
    Zhenghao Liu
    ,
    Shuo Wang
    ,
    Xu Han
    ,
    Zhiyuan Liu
    , Maosong Sun
  53. LLM×MapReduce-V3: Enabling Interactive In-Depth Survey Generation through a MCP-Driven Hierarchically Modular Agent System
    EMNLP 2025 ·
    Yu Chao
    ,
    Siyu Lin
    ,
    Xiaorong Wang
    ,
    Zhu Zhang
    ,
    Zihan Zhou
    ,
    Haoyu Wang
    ,
    Shuo Wang
    ,
    Jie Zhou
    ,
    Zhiyuan Liu
    , Maosong Sun
  54. LLM×MapReduce: Simplified Long-Sequence Processing using Large Language Models
    ACL 2025 ·
    Zihan Zhou
    ,
    Chong Li
    ,
    Xinyi Chen
    ,
    Shuo Wang
    ,
    Yu Chao
    ,
    Zhili Li
    ,
    Haoyu Wang
    ,
    Qi Shi
    ,
    Zhixing Tan
    ,
    Xu Han
    ,
    Xiaodong Shi
    ,
    Zhiyuan Liu
    , Maosong Sun
  55. Learning to Generate Structured Output with Schema Reinforcement Learning
    ACL 2025 ·
    Yaxi Lu
    ,
    Haolun Li
    ,
    Xin Cong
    ,
    Zhong Zhang
    ,
    Yesai Wu
    ,
    Yankai Lin
    ,
    Zhiyuan Liu
    ,
    Fangming Liu
    , Maosong Sun
  56. Looking Beyond Text: Reducing Language Bias in Large Vision-Language Models via Multimodal Dual-Attention and Soft-Image Guidance
    EMNLP 2025 ·
    Haozhe Zhao
    ,
    Shuzheng Si
    ,
    Liang Chen
    ,
    Yichi Zhang
    , Maosong Sun,
    Baobao Chang
    ,
    Minjia Zhang
  57. Migician: Revealing the Magic of Free-Form Multi-Image Grounding in Multimodal Large Language Models
    ACL 2025 ·
    You Li
    ,
    Heyu Huang
    ,
    Chi Chen
    ,
    Kaiyu Huang
    ,
    Chao Huang
    ,
    Zonghao Guo
    ,
    Zhiyuan Liu
    ,
    Jinan Xu
    ,
    Yuhua Li
    ,
    Ruixuan Li
    , Maosong Sun
  58. Multi-Agent Collaboration via Evolving Orchestration
    NeurIPS 2025 ·
    Yufan Dang
    ,
    Chen Qian
    ,
    Xueheng Luo
    ,
    Jingru Fan
    ,
    Zihao Xie
    ,
    Ruijie Shi
    ,
    Weize Chen
    ,
    Cheng Yang
    ,
    Xiaoyin Che
    ,
    Ye Tian
    ,
    Xuantang Xiong
    ,
    Lei Han
    ,
    Zhiyuan Liu
    , Maosong Sun
  59. NotaGen: Advancing Musicality in Symbolic Music Generation with Large Language Model Training Paradigms
    IJCAI 2025 ·
    Yashan Wang
    ,
    Shangda Wu
    ,
    Jianhuai Hu
    ,
    Xingjian Du
    ,
    Yueqi Peng
    ,
    Yongxin Huang
    ,
    Shuai Fan
    ,
    Xiaobing Li
    ,
    Feng Yu
    , Maosong Sun
  60. On LLM-Based Scientific Inductive Reasoning Beyond Equations
    EMNLP 2025 ·
    Brian S. Lin
    ,
    Jiaxin Yuan
    ,
    Zihan Zhou
    ,
    Shouli Wang
    ,
    Shuo Wang
    ,
    Cunliang Kong
    ,
    Qi Shi
    ,
    Yuxuan Li
    ,
    Liner Yang
    ,
    Zhiyuan Liu
    , Maosong Sun
  61. Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System
    ACL 2025 ·
    Weize Chen
    ,
    Jiarui Yuan
    ,
    Chen Qian
    ,
    Cheng Yang
    ,
    Zhiyuan Liu
    , Maosong Sun
  62. ParamMute: Suppressing Knowledge-Critical FFNs for Faithful Retrieval-Augmented Generation
    NeurIPS 2025 ·
    Pengcheng Huang
    ,
    Zhenghao Liu
    ,
    Yukun Yan
    ,
    Haiyan Zhao
    ,
    Xiaoyuan Yi
    ,
    Hao Chen
    ,
    Zhiyuan Liu
    , Maosong Sun,
    Tong Xiao
    ,
    Ge Yu
    ,
    Chenyan Xiong
  63. PersLLM: A Personified Training Approach for Large Language Models
    EMNLP 2025 ·
    Zheni Zeng
    ,
    Jiayi Chen
    ,
    Huimin Chen
    ,
    Yukun Yan
    ,
    Yuxuan Chen
    ,
    Zhenghao Liu
    ,
    Zhiyuan Liu
    , Maosong Sun
  64. Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance
    ICLR 2025 ·
    Yaxi Lu
    ,
    Shenzhi Yang
    ,
    Cheng Qian
    ,
    Guirong Chen
    ,
    Qinyu Luo
    ,
    Yesai Wu
    ,
    Huadong Wang
    ,
    Xin Cong
    ,
    Zhong Zhang
    ,
    Yankai Lin
    ,
    Weiwen Liu
    ,
    Yasheng Wang
    ,
    Zhiyuan Liu
    ,
    Fangming Liu
    , Maosong Sun
  65. RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards
    ICLR 2025 ·
    Xinze Li
    ,
    Sen Mei
    ,
    Zhenghao Liu
    ,
    Yukun Yan
    ,
    Shuo Wang
    ,
    Shi Yu
    ,
    Zheni Zeng
    ,
    Hao Chen
    ,
    Ge Yu
    ,
    Zhiyuan Liu
    , Maosong Sun,
    Chenyan Xiong
  66. RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework
    ACL 2025 ·
    Kunlun Zhu
    ,
    Yifan Luo
    ,
    Dingling Xu
    ,
    Yukun Yan
    ,
    Zhenghao Liu
    ,
    Shi Yu
    ,
    Ruobing Wang
    ,
    Shuo Wang
    ,
    Yishan Li
    ,
    Nan Zhang
    ,
    Xu Han
    ,
    Zhiyuan Liu
    , Maosong Sun
  67. RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness
    CVPR 2025 ·
    Tianyu Yu
    ,
    Haoye Zhang
    ,
    Qiming Li
    ,
    Qixin Xu
    ,
    Yuan Yao
    ,
    Da Chen
    ,
    Xiaoman Lu
    ,
    Ganqu Cui
    ,
    Yunkai Dang
    ,
    Taiwen He
    ,
    Xiaocheng Feng
    ,
    Jun Song
    ,
    Bo Zheng
    ,
    Zhiyuan Liu
    ,
    Tat-Seng Chua
    , Maosong Sun
  68. Rational Decision-Making Agent with Learning Internal Utility Judgment
    ICLR 2025 ·
    Yining Ye
    ,
    Xin Cong
    ,
    Shizuo Tian
    ,
    Yujia Qin
    ,
    Chong Liu
    ,
    Yankai Lin
    ,
    Zhiyuan Liu
    , Maosong Sun
  69. Scaling Large Language Model-based Multi-Agent Collaboration
    ICLR 2025 ·
    Chen Qian
    ,
    Zihao Xie
    ,
    Yifei Wang
    ,
    Wei Liu
    ,
    Kunlun Zhu
    ,
    Hanchen Xia
    ,
    Yufan Dang
    ,
    Zhuoyun Du
    ,
    Weize Chen
    ,
    Cheng Yang
    ,
    Zhiyuan Liu
    , Maosong Sun
  70. Seq1F1B: Efficient Sequence-Level Pipeline Parallelism for Large Language Model Training
    NAACL 2025 ·
    Sun Ao
    ,
    Weilin Zhao
    ,
    Xu Han
    ,
    Cheng Yang
    ,
    Xinrong Zhang
    ,
    Zhiyuan Liu
    ,
    Chuan Shi
    , Maosong Sun
  71. Sparsing Law: Towards Large Language Models with Greater Activation Sparsity
    ICML 2025 ·
    Yuqi Luo
    ,
    Chenyang Song
    ,
    Xu Han
    ,
    Yingfa Chen
    ,
    Chaojun Xiao
    ,
    Xiaojun Meng
    ,
    Liqun Deng
    ,
    Jiansheng Wei
    ,
    Zhiyuan Liu
    , Maosong Sun
  72. The Overthinker's DIET: Cutting Token Calories with DIfficulty-AwarE Training
    NeurIPS 2025 ·
    Weize Chen
    ,
    Jiarui Yuan
    ,
    Tailin Jin
    ,
    Ning Ding
    ,
    Huimin Chen
    ,
    Zhiyuan Liu
    , Maosong Sun
  73. The Right Time Matters: Data Arrangement Affects Zero-Shot Generalization in Instruction Tuning
    ACL 2025 ·
    Bingxiang He
    ,
    Ning Ding
    ,
    Cheng Qian
    ,
    Jia Deng
    ,
    Ganqu Cui
    ,
    Lifan Yuan
    ,
    Haiwen Hong
    ,
    Huan-ang Gao
    ,
    Longtao Huang
    ,
    Hui Xue
    ,
    Huimin Chen
    ,
    Zhiyuan Liu
    , Maosong Sun
  74. TritonBench: Benchmarking Large Language Model Capabilities for Generating Triton Operators
    ACL 2025 ·
    Jianling Li
    ,
    Shangzhan Li
    ,
    Zhenye Gao
    ,
    Qi Shi
    ,
    Yuxuan Li
    ,
    Zefan Wang
    ,
    Jiacheng Huang
    ,
    WangHaojie WangHaojie
    ,
    Jianrong Wang
    ,
    Xu Han
    ,
    Zhiyuan Liu
    , Maosong Sun
  75. Value Compass Benchmarks: A Comprehensive, Generative and Self-Evolving Platform for LLMs' Value Evaluation
    ACL 2025 ·
    Jing Yao
    ,
    Xiaoyuan Yi
    ,
    Shitong Duan
    ,
    Jindong Wang
    ,
    Yuzhuo Bai
    ,
    Muhua Huang
    ,
    Yang Ou
    ,
    Scarlett Li
    ,
    Peng Zhang
    ,
    Tun Lu
    ,
    Zhicheng Dou
    , Maosong Sun,
    James Evans
    ,
    Xing Xie
  76. VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents
    ICLR 2025 ·
    Shi Yu
    ,
    Chaoyue Tang
    ,
    Bokai Xu
    ,
    Junbo Cui
    ,
    Junhao Ran
    ,
    Yukun Yan
    ,
    Zhenghao Liu
    ,
    Shuo Wang
    ,
    Xu Han
    ,
    Zhiyuan Liu
    , Maosong Sun
  77. WorkflowLLM: Enhancing Workflow Orchestration Capability of Large Language Models
    ICLR 2025 ·
    Shengda Fan
    ,
    Xin Cong
    ,
    Yuepeng Fu
    ,
    Zhong Zhang
    ,
    Shuyan Zhang
    ,
    Yuanwei Liu
    ,
    Yesai Wu
    ,
    Yankai Lin
    ,
    Zhiyuan Liu
    , Maosong Sun
  78. XLRS-Bench: Could Your Multimodal LLMs Understand Extremely Large Ultra-High-Resolution Remote Sensing Imagery?
    CVPR 2025 ·
    Fengxiang Wang
    ,
    Hongzhen Wang
    ,
    Zonghao Guo
    ,
    Di Wang
    ,
    Yulin Wang
    ,
    Mingshuo Chen
    ,
    Qiang Ma
    ,
    Long Lan
    ,
    Wenjing Yang
    ,
    Jing Zhang
    ,
    Zhiyuan Liu
    , Maosong Sun
  79. AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors
    ICLR 2024 ·
    Weize Chen
    ,
    Yusheng Su
    ,
    Jingwei Zuo
    ,
    Cheng Yang
    ,
    Chenfei Yuan
    ,
    Chi-Min Chan
    ,
    Heyang Yu
    ,
    Yaxi Lu
    ,
    Yi-Hsin Hung
    ,
    Chen Qian
    ,
    Yujia Qin
    ,
    Xin Cong
    ,
    Ruobing Xie
    ,
    Zhiyuan Liu
    , Maosong Sun,
    Jie Zhou
  80. Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication
    EMNLP 2024 ·
    Weize Chen
    ,
    Chenfei Yuan
    ,
    Jiarui Yuan
    ,
    Yusheng Su
    ,
    Chen Qian
    ,
    Cheng Yang
    ,
    Ruobing Xie
    ,
    Zhiyuan Liu
    , Maosong Sun
  81. Beyond the Turn-Based Game: Enabling Real-Time Conversations with Duplex Models
    EMNLP 2024 ·
    Xinrong Zhang
    ,
    Yingfa Chen
    ,
    Shengding Hu
    ,
    Xu Han
    ,
    Zihang Xu
    ,
    Yuanwei Xu
    ,
    Weilin Zhao
    , Maosong Sun,
    Zhiyuan Liu
  82. Browse and Concentrate: Comprehending Multimodal Content via Prior-LLM Context Fusion
    ACL 2024 ·
    Ziyue Wang
    ,
    Chi Chen
    ,
    Yiqi Zhu
    ,
    Fuwen Luo
    ,
    Peng Li
    ,
    Ming Yan
    ,
    Ji Zhang
    ,
    Fei Huang
    , Maosong Sun,
    Yang Liu
  83. CODIS: Benchmarking Context-dependent Visual Comprehension for Multimodal Large Language Models
    ACL 2024 ·
    Fuwen Luo
    ,
    Chi Chen
    ,
    Zihao Wan
    ,
    Zhaolu Kang
    ,
    Qidong Yan
    ,
    Yingjie Li
    ,
    Xiaolong Wang
    ,
    Siyu Wang
    ,
    Ziyue Wang
    ,
    Xiaoyue Mi
    ,
    Peng Li
    ,
    Ning Ma
    , Maosong Sun,
    Yang Liu
  84. Can Large Language Models Analyze Graphs like Professionals? A Benchmark, Datasets and Models
    NeurIPS 2024 ·
    Xin Li
    ,
    Weize Chen
    ,
    Qizhi Chu
    ,
    Haopeng Li
    ,
    Zhaojun Sun
    ,
    Ran Li
    ,
    Chen Qian
    ,
    Yiwei Wei
    ,
    Chuan Shi
    ,
    Zhiyuan Liu
    , Maosong Sun,
    Cheng Yang
  85. ChatDev: Communicative Agents for Software Development
    ACL 2024 ·
    Chen Qian
    ,
    Wei Liu
    ,
    Hongzhang Liu
    ,
    Nuo Chen
    ,
    Yufan Dang
    ,
    Jiahao Li
    ,
    Cheng Yang
    ,
    Weize Chen
    ,
    Yusheng Su
    ,
    Xin Cong
    ,
    Juyuan Xu
    ,
    Dahai Li
    ,
    Zhiyuan Liu
    , Maosong Sun
  86. Controllable Preference Optimization: Toward Controllable Multi-Objective Alignment
    EMNLP 2024 ·
    Yiju Guo
    ,
    Ganqu Cui
    ,
    Lifan Yuan
    ,
    Ning Ding
    ,
    Zexu Sun
    ,
    Bowen Sun
    ,
    Huimin Chen
    ,
    Ruobing Xie
    ,
    Jie Zhou
    ,
    Yankai Lin
    ,
    Zhiyuan Liu
    , Maosong Sun
  87. DebugBench: Evaluating Debugging Capability of Large Language Models
    ACL 2024 ·
    Runchu Tian
    ,
    Yining Ye
    ,
    Yujia Qin
    ,
    Xin Cong
    ,
    Yankai Lin
    ,
    Yinxu Pan
    ,
    Yesai Wu
    ,
    Haotian Hui
    ,
    Weichuan Liu
    ,
    Zhiyuan Liu
    , Maosong Sun
  88. DecorateLM: Data Engineering through Corpus Rating, Tagging, and Editing with Language Models
    EMNLP 2024 ·
    Ranchi Zhao
    ,
    Zhen Leng Thai
    ,
    Yifan Zhang
    ,
    Shengding Hu
    ,
    Jie Zhou
    ,
    Yunqi Ba
    ,
    Jie Cai
    ,
    Zhiyuan Liu
    , Maosong Sun
  89. Delta-CoMe: Training-Free Delta-Compression with Mixed-Precision for Large Language Models
    NeurIPS 2024 ·
    Bowen Ping
    ,
    Shuo Wang
    ,
    Hanqing Wang
    ,
    Xu Han
    ,
    Yuzhuang Xu
    ,
    Yukun Yan
    ,
    Yun Chen
    ,
    Baobao Chang
    ,
    Zhiyuan Liu
    , Maosong Sun
  90. Empowering Private Tutoring by Chaining Large Language Models
    CIKM 2024 ·
    Yulin Chen
    ,
    Ning Ding
    ,
    Hai-Tao Zheng
    ,
    Zhiyuan Liu
    , Maosong Sun,
    Bowen Zhou
  91. Enhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate Pairs
    EMNLP 2024 ·
    Cheng Gao
    ,
    Chaojun Xiao
    ,
    Zhenghao Liu
    ,
    Huimin Chen
    ,
    Zhiyuan Liu
    , Maosong Sun
  92. Enhancing Multilingual Capabilities of Large Language Models through Self-Distillation from Resource-Rich Languages
    ACL 2024 ·
    Yuanchi Zhang
    ,
    Yile Wang
    ,
    Zijun Liu
    ,
    Shuo Wang
    ,
    Xiaolong Wang
    ,
    Peng Li
    , Maosong Sun,
    Yang Liu
  93. Experiential Co-Learning of Software-Developing Agents
    ACL 2024 ·
    Chen Qian
    ,
    Yufan Dang
    ,
    Jiahao Li
    ,
    Wei Liu
    ,
    Zihao Xie
    ,
    Yifei Wang
    ,
    Weize Chen
    ,
    Cheng Yang
    ,
    Xin Cong
    ,
    Xiaoyin Che
    ,
    Zhiyuan Liu
    , Maosong Sun
  94. Exploring the Benefit of Activation Sparsity in Pre-training
    ICML 2024 ·
    Zhengyan Zhang
    ,
    Chaojun Xiao
    ,
    Qiujieli Qin
    ,
    Yankai Lin
    ,
    Zhiyuan Zeng
    ,
    Xu Han
    ,
    Zhiyuan Liu
    ,
    Ruobing Xie
    , Maosong Sun,
    Jie Zhou
  95. Fantastic Semantics and Where to Find Them: Investigating Which Layers of Generative LLMs Reflect Lexical Semantics
    ACL 2024 ·
    Zhu Liu
    ,
    Cunliang Kong
    ,
    Ying Liu
    , Maosong Sun
  96. FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence Selection
    ACL 2024 ·
    Yufei Huang
    ,
    Xu Han
    , Maosong Sun
  97. InfLLM: Training-Free Long-Context Extrapolation for LLMs with an Efficient Context Memory
    NeurIPS 2024 ·
    Chaojun Xiao
    ,
    Pengle Zhang
    ,
    Xu Han
    ,
    Guangxuan Xiao
    ,
    Yankai Lin
    ,
    Zhengyan Zhang
    ,
    Zhiyuan Liu
    , Maosong Sun
  98. LEGENT: Open Platform for Embodied Agents
    ACL 2024 ·
    Zhili Cheng
    ,
    Zhitong Wang
    ,
    Jinyi Hu
    ,
    Shengding Hu
    ,
    An Liu
    ,
    Yuge Tu
    ,
    Pengkai Li
    ,
    Lei Shi
    ,
    Zhiyuan Liu
    , Maosong Sun
  99. Large Multilingual Models Pivot Zero-Shot Multimodal Learning across Languages
    ICLR 2024 ·
    Jinyi Hu
    ,
    Yuan Yao
    ,
    Chongyi Wang
    ,
    Shan Wang
    ,
    Yinxu Pan
    ,
    Qianyu Chen
    ,
    Tianyu Yu
    ,
    Hanghao Wu
    ,
    Yue Zhao
    ,
    Haoye Zhang
    ,
    Xu Han
    ,
    Yankai Lin
    ,
    Jiao Xue
    ,
    Dahai Li
    ,
    Zhiyuan Liu
    , Maosong Sun
  100. LoRA-Flow: Dynamic LoRA Fusion for Large Language Models in Generative Tasks
    ACL 2024 ·
    Hanqing Wang
    ,
    Bowen Ping
    ,
    Shuo Wang
    ,
    Xu Han
    ,
    Yun Chen
    ,
    Zhiyuan Liu
    , Maosong Sun
  101. MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization
    ACL 2024 ·
    Zhiyu Yang
    ,
    Zihan Zhou
    ,
    Shuo Wang
    ,
    Xin Cong
    ,
    Xu Han
    ,
    Yukun Yan
    ,
    Zhenghao Liu
    ,
    Zhixing Tan
    ,
    Pengyuan Liu
    ,
    Dong Yu
    ,
    Zhiyuan Liu
    ,
    Xiaodong Shi
    , Maosong Sun
  102. Model Composition for Multimodal Large Language Models
    ACL 2024 ·
    Chi Chen
    ,
    Yiyang Du
    ,
    Zheng Fang
    ,
    Ziyue Wang
    ,
    Fuwen Luo
    ,
    Peng Li
    ,
    Ming Yan
    ,
    Ji Zhang
    ,
    Fei Huang
    , Maosong Sun,
    Yang Liu
  103. OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems
    ACL 2024 ·
    Chaoqun He
    ,
    Renjie Luo
    ,
    Yuzhuo Bai
    ,
    Shengding Hu
    ,
    Zhen Leng Thai
    ,
    Junhao Shen
    ,
    Jinyi Hu
    ,
    Xu Han
    ,
    Yujie Huang
    ,
    Yuxiang Zhang
    ,
    Jie Liu
    ,
    Lei Qi
    ,
    Zhiyuan Liu
    , Maosong Sun
  104. On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models
    IJCAI 2024 ·
    Xinpeng Wang
    ,
    Shitong Duan
    ,
    Xiaoyuan Yi
    ,
    Jing Yao
    ,
    Shanlin Zhou
    ,
    Zhihua Wei
    ,
    Peng Zhang
    ,
    Dongkuan Xu
    , Maosong Sun,
    Xing Xie
  105. Ouroboros: Generating Longer Drafts Phrase by Phrase for Faster Speculative Decoding
    EMNLP 2024 ·
    Weilin Zhao
    ,
    Yuxiang Huang
    ,
    Xu Han
    ,
    Wang Xu
    ,
    Chaojun Xiao
    ,
    Xinrong Zhang
    ,
    Yewei Fang
    ,
    Kaihuo Zhang
    ,
    Zhiyuan Liu
    , Maosong Sun
  106. Predicting Emergent Abilities with Infinite Resolution Evaluation
    ICLR 2024 ·
    Shengding Hu
    ,
    Xin Liu
    ,
    Xu Han
    ,
    Xinrong Zhang
    ,
    Chaoqun He
    ,
    Weilin Zhao
    ,
    Yankai Lin
    ,
    Ning Ding
    ,
    Zebin Ou
    ,
    Guoyang Zeng
    ,
    Zhiyuan Liu
    , Maosong Sun
  107. RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-Grained Correctional Human Feedback
    CVPR 2024 ·
    Tianyu Yu
    ,
    Yuan Yao
    ,
    Haoye Zhang
    ,
    Taiwen He
    ,
    Yifeng Han
    ,
    Ganqu Cui
    ,
    Jinyi Hu
    ,
    Zhiyuan Liu
    ,
    Hai-Tao Zheng
    , Maosong Sun
  108. Reasoning in Conversation: Solving Subjective Tasks through Dialogue Simulation for Large Language Models
    ACL 2024 ·
    Xiaolong Wang
    ,
    Yile Wang
    ,
    Yuanchi Zhang
    ,
    Fuwen Luo
    ,
    Peng Li
    , Maosong Sun,
    Yang Liu
  109. RepoAgent: An LLM-Powered Open-Source Framework for Repository-level Code Documentation Generation
    EMNLP 2024 ·
    Qinyu Luo
    ,
    Yining Ye
    ,
    Shihao Liang
    ,
    Zhong Zhang
    ,
    Yujia Qin
    ,
    Yaxi Lu
    ,
    Yesai Wu
    ,
    Xin Cong
    ,
    Yankai Lin
    ,
    Yingli Zhang
    ,
    Xiaoyin Che
    ,
    Zhiyuan Liu
    , Maosong Sun
  110. StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning of Large Language Models
    ACL 2024 ·
    Zhicheng Guo
    ,
    Sijie Cheng
    ,
    Hao Wang
    ,
    Shihao Liang
    ,
    Yujia Qin
    ,
    Peng Li
    ,
    Zhiyuan Liu
    , Maosong Sun,
    Yang Liu
  111. Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents
    ACL 2024 ·
    Cheng Qian
    ,
    Bingxiang He
    ,
    Zhong Zhuang
    ,
    Jia Deng
    ,
    Yujia Qin
    ,
    Xin Cong
    ,
    Zhong Zhang
    ,
    Jie Zhou
    ,
    Yankai Lin
    ,
    Zhiyuan Liu
    , Maosong Sun
  112. ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs
    ICLR 2024 ·
    Yujia Qin
    ,
    Shihao Liang
    ,
    Yining Ye
    ,
    Kunlun Zhu
    ,
    Lan Yan
    ,
    Yaxi Lu
    ,
    Yankai Lin
    ,
    Xin Cong
    ,
    Xiangru Tang
    ,
    Bill Qian
    ,
    Sihan Zhao
    ,
    Lauren Hong
    ,
    Runchu Tian
    ,
    Ruobing Xie
    ,
    Jie Zhou
    ,
    Mark Gerstein
    ,
    Dahai Li
    ,
    Zhiyuan Liu
    , Maosong Sun
  113. ULTRAFEEDBACK: Boosting Language Models with Scaled AI Feedback
    ICML 2024 ·
    Ganqu Cui
    ,
    Lifan Yuan
    ,
    Ning Ding
    ,
    Guanming Yao
    ,
    Bingxiang He
    ,
    Wei Zhu
    ,
    Yuan Ni
    ,
    Guotong Xie
    ,
    Ruobing Xie
    ,
    Yankai Lin
    ,
    Zhiyuan Liu
    , Maosong Sun
  114. UltraEval: A Lightweight Platform for Flexible and Comprehensive Evaluation for LLMs
    ACL 2024 ·
    Chaoqun He
    ,
    Renjie Luo
    ,
    Shengding Hu
    ,
    Ranchi Zhao
    ,
    Jie Zhou
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