An Exploration of Prompt-Based Zero-Shot Relation Extraction Method. - Jun Zhao 019; Yuan Hu; Nuo Xu; Tao Gui; Qi Zhang 001; Yunwen Chen; Xiang Gao 017 (CCL, 2022)

Abstains from Prediction: Towards Robust Relation Extraction in Real World. - Jun Zhao 019; Yongxin Zhang; Nuo Xu; Tao Gui; Qi Zhang 001; Yunwen Chen; Xiang Gao 017 (CCL, 2022)

Learning "O" Helps for Learning More: Handling the Unlabeled Entity Problem for Class-incremental NER. - Ruotian Ma; Xuanting Chen; Zhang Lin; Xin Zhou 012; Junzhe Wang; Tao Gui; Qi Zhang 001; Xiang Gao 017; Yun Wen Chen (ACL (1), 2023)

Coarse-to-fine Few-shot Learning for Named Entity Recognition. - Ruotian Ma; Zhang Lin; Xuanting Chen; Xin Zhou 012; Junzhe Wang; Tao Gui; Qi Zhang 001; Xiang Gao 017; Yun Wen Chen (ACL (Findings), 2023)

Farewell to Aimless Large-scale Pretraining: Influential Subset Selection for Language Model. - Xiao Wang; Weikang Zhou; Qi Zhang 001; Jie Zhou; Songyang Gao; Junzhe Wang; Menghan Zhang; Xiang Gao 017; Yunwen Chen; Tao Gui (ACL (Findings), 2023)

Open Set Relation Extraction via Unknown-Aware Training. - Jun Zhao 019; Xin Zhao; WenYu Zhan; Qi Zhang 001; Tao Gui; Zhongyu Wei; Yun Wen Chen; Xiang Gao 017; Xuanjing Huang 001 (ACL (1), 2023)

Open Set Relation Extraction via Unknown-Aware Training. - Jun Zhao 019; Xin Zhao; WenYu Zhan; Qi Zhang 001; Tao Gui; Zhongyu Wei; Yunwen Chen; Xiang Gao 017; Xuanjing Huang 001 (CoRR, 2023)

FutureX: An Advanced Live Benchmark for LLM Agents in Future Prediction. - Zhiyuan Zeng 004; Jiashuo Liu; Siyuan Chen; Tianci He; Yali Liao; Jinpeng Wang; Zaiyuan Wang; Yang Yang; Lingyue Yin; Mingren Yin; Zhenwei Zhu; Tianle Cai; et al. (CoRR, 2025)