Xu, Benfeng

5 publications

ICLR 2026 DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents Mingxuan Du, Benfeng Xu, Chiwei Zhu, Licheng Zhang, Xiaorui Wang, Zhendong Mao

IJCAI 2025 MIRROR: Multi-Agent Intra- and Inter-Reflection for Optimized Reasoning in Tool Learning Zikang Guo, Benfeng Xu, Xiaorui Wang, Zhendong Mao

AAAI 2024 Benchmarking Large Language Models on Controllable Generation Under Diversified Instructions Yihan Chen, Benfeng Xu, Quan Wang, Yi Liu, Zhendong Mao

ICLR 2023 $k$NN Prompting: Beyond-Context Learning with Calibration-Free Nearest Neighbor Inference Benfeng Xu, Quan Wang, Zhendong Mao, Yajuan Lyu, Qiaoqiao She, Yongdong Zhang

AAAI 2021 Entity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation Extraction Benfeng Xu, Quan Wang, Yajuan Lyu, Yong Zhu, Zhendong Mao