Wei Chen

According to our database, Wei Chen authored at least 11 papers between 2023 and 2026.

Collaborative distances:

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

2026

STRIDE: Strategic Iterative Decision-Making for Retrieval-Augmented Multi-Hop Question Answering.

Wei Chen, Lili Zhao, Zhi Zheng, Huijun Hou, Tong Xu

CoRR, April, 2026

DynaDebate: Breaking Homogeneity in Multi-Agent Debate with Dynamic Path Generation.

Zhenghao Li, Zhi Zheng, Wei Chen, Jielun Zhao, Yong Chen, Tong Xu, Enhong Chen

CoRR, January, 2026

2025

MiMu: Mitigating Multiple Shortcut Learning Behavior of Transformers.

Lili Zhao, Qi Liu, Wei Chen, Liyi Chen, Ruijun Sun, Min Hou, Yang Wang, Shijin Wang

CoRR, April, 2025

Evaluating Large Language Models through Role-Guide and Self-Reflection: A Comparative Study.

Lili Zhao, Yang Wang, Qi Liu, Mengyun Wang, Wei Chen, Zhichao Sheng, Shijin Wang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Following Occam's Razor: Dynamic Combination of Structured Knowledge for Multi-Hop Question Answering using LLMs.

Wei Chen, Zhi Zheng, Lili Zhao, Huijun Hou, Tong Xu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

2024

Large language models for generative information extraction: a survey.

Derong Xu, Wei Chen, Wenjun Peng, Chao Zhang, Tong Xu, Xiangyu Zhao, Xian Wu, Yefeng Zheng, Yang Wang, Enhong Chen

Frontiers Comput. Sci., December, 2024

COMI: COrrect and MItigate Shortcut Learning Behavior in Deep Neural Networks.

Lili Zhao, Qi Liu, Linan Yue, Wei Chen, Liyi Chen, Ruijun Sun, Chao Song

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Double-Checker: Large Language Model as a Checker for Few-shot Named Entity Recognition.

Wei Chen, Lili Zhao, Zhi Zheng, Tong Xu, Yang Wang, Enhong Chen

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

Visualization Recommendation with Prompt-based Reprogramming of Large Language Models.

Xinhang Li, Jingbo Zhou, Wei Chen, Derong Xu, Tong Xu, Enhong Chen

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Large Language Models for Generative Information Extraction: A Survey.

Derong Xu, Wei Chen, Wenjun Peng, Chao Zhang, Tong Xu, Xiangyu Zhao, Xian Wu, Yefeng Zheng, Enhong Chen

CoRR, 2023

HEProto: A Hierarchical Enhancing ProtoNet based on Multi-Task Learning for Few-shot Named Entity Recognition.

Wei Chen, Lili Zhao, Pengfei Luo, Tong Xu, Yi Zheng, Enhong Chen

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023