Type-Aware Decomposed Framework for Few-Shot Named Entity Recognition. - Yongqi Li 002; Yu Yu; Tieyun Qian (EMNLP (Findings), 2023)

Generating Commonsense Counterfactuals for Stable Relation Extraction. - Xin Miao; Yongqi Li 002; Tieyun Qian (EMNLP, 2023)

Cold-Start Multi-hop Reasoning by Hierarchical Guidance and Self-verification. - Mayi Xu; Ke Sun 010; Yongqi Li 002; Tieyun Qian (ECML/PKDD (2), 2023)

Large Language Models as Counterfactual Generator: Strengths and Weaknesses. - Yongqi Li 002; Mayi Xu; Xin Miao; Shen Zhou; Tieyun Qian (CoRR, 2023)

Episodic Memory Retrieval from LLMs: A Neuromorphic Mechanism to Generate Commonsense Counterfactuals for Relation Extraction. - Xin Miao; Yongqi Li 002; Shen Zhou; Tieyun Qian (ACL (Findings), 2024)

An Ensemble-of-Experts Framework for Rehearsal-free Continual Relation Extraction. - Shen Zhou; Yongqi Li 002; Xin Miao; Tieyun Qian (ACL (Findings), 2024)

Prompting Large Language Models for Counterfactual Generation: An Empirical Study. - Yongqi Li 002; Mayi Xu; Xin Miao; Shen Zhou; Tieyun Qian (LREC/COLING, 2024)

Adaption-of-Thought: Learning Question Difficulty Improves Large Language Models for Reasoning. - Mayi Xu; Yongqi Li 002; Ke Sun 010; Tieyun Qian (EMNLP, 2024)

Strong Empowered and Aligned Weak Mastered Annotation for Weak-to-Strong Generalization. - Yongqi Li 002; Xin Miao; Mayi Xu; Tieyun Qian (AAAI, 2025)

Enhancing Relation Extraction via Supervised Rationale Verification and Feedback. - Yongqi Li 002; Xin Miao; Shen Zhou; Mayi Xu; Yuyang Ren; Tieyun Qian (AAAI, 2025)

Aligning VLM Assistants with Personalized Situated Cognition. - Yongqi Li 002; Shen Zhou; Xiaohu Li; Xin Miao; Jintao Wen; Mayi Xu; Jianhao Chen; Birong Pan; Hankun Kang; Yuanyuan Zhu 001; Ming Zhong 002; Tieyun Qian (ACL (1), 2025)