Fangyu Lei

According to our database, Fangyu Lei authored at least 21 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

DA-Code: Agent Data Science Code Generation Benchmark for Large Language Models.

Yiming Huang, Jianwen Luo, Yan Yu, Yitong Zhang, Fangyu Lei, Yifan Wei, Shizhu He, Lifu Huang, Xiao Liu, Jun Zhao, Kang Liu

CoRR, 2024

Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?

Ruisheng Cao, Fangyu Lei, Haoyuan Wu, Jixuan Chen, Yeqiao Fu, Hongcheng Gao, Xinzhuang Xiong, Hanchong Zhang, Yuchen Mao, Wenjing Hu, Tianbao Xie, Hongshen Xu, Danyang Zhang, Sida Wang, Ruoxi Sun, Pengcheng Yin, Caiming Xiong, Ansong Ni, Qian Liu, Victor Zhong, Lu Chen, Kai Yu, Tao Yu

CoRR, 2024

OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments.

Tianbao Xie, Danyang Zhang, Jixuan Chen, Xiaochuan Li, Siheng Zhao, Ruisheng Cao, Toh Jing Hua, Zhoujun Cheng, Dongchan Shin, Fangyu Lei, Yitao Liu, Yiheng Xu, Shuyan Zhou, Silvio Savarese, Caiming Xiong, Victor Zhong, Tao Yu

CoRR, 2024

MoELoRA: Contrastive Learning Guided Mixture of Experts on Parameter-Efficient Fine-Tuning for Large Language Models.

Tongxu Luo, Jiahe Lei, Fangyu Lei, Weihao Liu, Shizhu He, Jun Zhao, Kang Liu

CoRR, 2024

S3Eval: A Synthetic, Scalable, Systematic Evaluation Suite for Large Language Model.

Fangyu Lei, Qian Liu, Yiming Huang, Shizhu He, Jun Zhao, Kang Liu

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Neeko: Leveraging Dynamic LoRA for Efficient Multi-Character Role-Playing Agent.

Xiaoyan Yu, Tongxu Luo, Yifan Wei, Fangyu Lei, Yiming Huang, Hao Peng, Liehuang Zhu

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

DA-Code: Agent Data Science Code Generation Benchmark for Large Language Models.

Yiming Huang, Jianwen Luo, Yan Yu, Yitong Zhang, Fangyu Lei, Yifan Wei, Shizhu He, Lifu Huang, Xiao Liu, Jun Zhao, Kang Liu

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Teaching Small Language Models to Reason for Knowledge-Intensive Multi-Hop Question Answering.

Xiang Li, Shizhu He, Fangyu Lei, JunYang JunYang, Tianhuang Su, Kang Liu, Jun Zhao

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Competition-Level Problems are Effective LLM Evaluators.

Yiming Huang, Zhenghao Lin, Xiao Liu, Yeyun Gong, Shuai Lu, Fangyu Lei, Yaobo Liang, Yelong Shen, Chen Lin, Nan Duan, Weizhu Chen

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Assessing Knowledge Editing in Language Models via Relation Perspective.

Yifan Wei, Xiaoyan Yu, Huanhuan Ma, Fangyu Lei, Yixuan Weng, Ran Song, Kang Liu

CoRR, 2023

S3Eval: A Synthetic, Scalable, Systematic Evaluation Suite for Large Language Models.

Fangyu Lei, Qian Liu, Yiming Huang, Shizhu He, Jun Zhao, Kang Liu

CoRR, 2023

TableQAKit: A Comprehensive and Practical Toolkit for Table-based Question Answering.

Fangyu Lei, Tongxu Luo, Pengqi Yang, Weihao Liu, Hanwen Liu, Jiahe Lei, Yiming Huang, Yifan Wei, Shizhu He, Jun Zhao, Kang Liu

CoRR, 2023

HRoT: Hybrid prompt strategy and Retrieval of Thought for Table-Text Hybrid Question Answering.

Tongxu Luo, Fangyu Lei, Jiahe Lei, Weihao Liu, Shizhu He, Jun Zhao, Kang Liu

CoRR, 2023

MMHQA-ICL: Multimodal In-context Learning for Hybrid Question Answering over Text, Tables and Images.

Weihao Liu, Fangyu Lei, Tongxu Luo, Jiahe Lei, Shizhu He, Jun Zhao, Kang Liu

CoRR, 2023

S³HQA: A Three-Stage Approach for Multi-hop Text-Table Hybrid Question Answering.

Fangyu Lei, Xiang Li, Yifan Wei, Shizhu He, Yiming Huang, Jun Zhao, Kang Liu

CoRR, 2023

Multi-View Graph Representation Learning for Answering Hybrid Numerical Reasoning Question.

Yifan Wei, Fangyu Lei, Yuanzhe Zhang, Jun Zhao, Kang Liu

CoRR, 2023

Answer-Based Entity Extraction and Alignment for Visual Text Question Answering.

Jun Yu, Mohan Jing, Weihao Liu, Tongxu Luo, Bingyuan Zhang, Keda Lu, Fangyu Lei, Jianqing Sun, Jiaen Liang

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Multi-Target Semantic Parsing with Collaborative Deliberation Network.

Xiang Li, Fangyu Lei, Shizhu He, Kang Liu, Jun Zhao

Proceedings of the Findings of the Association for Computational Linguistics: IJCNLP-AACL 2023, 2023

MenatQA: A New Dataset for Testing the Temporal Comprehension and Reasoning Abilities of Large Language Models.

Yifan Wei, Yisong Su, Huanhuan Ma, Xiaoyan Yu, Fangyu Lei, Yuanzhe Zhang, Jun Zhao, Kang Liu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

S3HQA: A Three-Stage Approach for Multi-hop Text-Table Hybrid Question Answering.

Fangyu Lei, Xiang Li, Yifan Wei, Shizhu He, Yiming Huang, Jun Zhao, Kang Liu

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

2022

Answering Numerical Reasoning Questions in Table-Text Hybrid Contents with Graph-based Encoder and Tree-based Decoder.

Fangyu Lei, Shizhu He, Xiang Li, Jun Zhao, Kang Liu

Proceedings of the 29th International Conference on Computational Linguistics, 2022