Publications

2026

1. ACL

   RouteMoA: Dynamic Routing without Pre-Inference Boosts Efficient Mixture-of-Agents

   Jize Wang, Han Wu , Zhiyuan You , Yiming Song , Yijun Wang , Zifei Shan , Yining Li , Songyang Zhang , and 4 more authors

   The 64th Annual Meeting of the Association for Computational Linguistics, 2026

   Bib PDF Code

   @article{wang2026routemoa,
     title = {RouteMoA: Dynamic Routing without Pre-Inference Boosts Efficient Mixture-of-Agents},
     author = {Wang, Jize and Wu, Han and You, Zhiyuan and Song, Yiming and Wang, Yijun and Shan, Zifei and Li, Yining and Zhang, Songyang and Le, Xinyi and Chen, Cailian and Guan, Xinping and Tao, Dacheng},
     journal = {The 64th Annual Meeting of the Association for Computational Linguistics},
     year = {2026},
   }

2025

1. ACL

   Data whisperer: Efficient data selection for task-specific llm fine-tuning via few-shot in-context learning

   Shaobo Wang , Xiangqi Jin , Ziming Wang , Jize Wang, Jiajun Zhang , Kaixin Li , Zichen Wen , Zhong Li , and 3 more authors

   The 63th Annual Meeting of the Association for Computational Linguistics, 2025

   Bib PDF Code

   @article{wang2025data,
     title = {Data whisperer: Efficient data selection for task-specific llm fine-tuning via few-shot in-context learning},
     author = {Wang, Shaobo and Jin, Xiangqi and Wang, Ziming and Wang, Jize and Zhang, Jiajun and Li, Kaixin and Wen, Zichen and Li, Zhong and He, Conghui and Hu, Xuming and Zhang, Linfeng},
     journal = {The 63th Annual Meeting of the Association for Computational Linguistics},
     year = {2025},
   }

2. AAAI Oral

   SAIL: Sample-Centric In-Context Learning for Document Information Extraction

   Jinyu Zhang , Zhiyuan You , Jize Wang, and Xinyi Le

   Proceedings of the AAAI Conference on Artificial Intelligence, 2025

   Bib PDF Code

   @article{zhang2024sailsamplecentricincontextlearning,
     title = {SAIL: Sample-Centric In-Context Learning for Document Information Extraction},
     author = {Zhang, Jinyu and You, Zhiyuan and Wang, Jize and Le, Xinyi},
     journal = {Proceedings of the AAAI Conference on Artificial Intelligence},
     year = {2025},
   }

2024

1. NeurIPS

   GTA: A Benchmark for General Tool Agents

   Jize Wang, Zerun Ma , Yining Li , Songyang Zhang , Cailian Chen , Kai Chen , and Xinyi Le

   Advances in Neural Information Processing Systems, 2024

   Bib PDF Code Website

   @article{wang2024gta,
     title = {GTA: A Benchmark for General Tool Agents},
     author = {Wang, Jize and Ma, Zerun and Li, Yining and Zhang, Songyang and Chen, Cailian and Chen, Kai and Le, Xinyi},
     journal = {Advances in Neural Information Processing Systems},
     year = {2024},
   }

2023

1. EMNLP

   Adaptive Hinge Balance Loss for Document-Level Relation Extraction

   Jize Wang, Xinyi Le , Xiaodi Peng , and Cailian Chen

   Findings of the Association for Computational Linguistics: EMNLP, 2023

   Bib PDF Code

   @article{wang2023adaptive,
     title = {Adaptive Hinge Balance Loss for Document-Level Relation Extraction},
     author = {Wang, Jize and Le, Xinyi and Peng, Xiaodi and Chen, Cailian},
     journal = {Findings of the Association for Computational Linguistics: EMNLP},
     pages = {3872--3878},
     year = {2023},
   }