Alert button
Picture for Peng Li

Peng Li

Alert button

ReAct Meets ActRe: Autonomous Annotations of Agent Trajectories for Contrastive Self-Training

Mar 21, 2024
Zonghan Yang, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Yang Liu

Viaarxiv icon

StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning of Large Language Models

Mar 13, 2024
Zhicheng Guo, Sijie Cheng, Hao Wang, Shihao Liang, Yujia Qin, Peng Li, Zhiyuan Liu, Maosong Sun, Yang Liu

Viaarxiv icon

ToolRerank: Adaptive and Hierarchy-Aware Reranking for Tool Retrieval

Mar 11, 2024
Yuanhang Zheng, Peng Li, Wei Liu, Yang Liu, Jian Luan, Bin Wang

Viaarxiv icon

Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization

Feb 27, 2024
Wenqi Zhang, Ke Tang, Hai Wu, Mengna Wang, Yongliang Shen, Guiyang Hou, Zeqi Tan, Peng Li, Yueting Zhuang, Weiming Lu

Viaarxiv icon

Reasoning in Conversation: Solving Subjective Tasks through Dialogue Simulation for Large Language Models

Feb 27, 2024
Xiaolong Wang, Yile Wang, Yuanchi Zhang, Fuwen Luo, Peng Li, Maosong Sun, Yang Liu

Viaarxiv icon

Budget-Constrained Tool Learning with Planning

Feb 25, 2024
Yuanhang Zheng, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Yang Liu

Viaarxiv icon

DEEM: Dynamic Experienced Expert Modeling for Stance Detection

Feb 23, 2024
Xiaolong Wang, Yile Wang, Sijie Cheng, Peng Li, Yang Liu

Viaarxiv icon

CODIS: Benchmarking Context-Dependent Visual Comprehension for Multimodal Large Language Models

Feb 21, 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

Viaarxiv icon

PANDA: Preference Adaptation for Enhancing Domain-Specific Abilities of LLMs

Feb 20, 2024
An Liu, Zonghan Yang, Zhenhe Zhang, Qingyuan Hu, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Yang Liu

Viaarxiv icon

Model Composition for Multimodal Large Language Models

Feb 20, 2024
Chi Chen, Yiyang Du, Zheng Fang, Ziyue Wang, Fuwen Luo, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Maosong Sun, Yang Liu

Viaarxiv icon