LexicalAT: Lexical-Based Adversarial Reinforcement Training for Robust Sentiment Classification. - Jingjing Xu 001; Liang Zhao; Hanqi Yan; Qi Zeng 001; Yun Liang 001; Xu Sun 001 (EMNLP/IJCNLP (1), 2019)

Reinforcement Learning based Recommendation with Graph Convolutional Q-network. - Yu Lei 004; Hongbin Pei; Hanqi Yan; Wenjie Li 002 (SIGIR, 2020)

Position Bias Mitigation: A Knowledge-Aware Graph Model for Emotion Cause Extraction. - Hanqi Yan; Lin Gui 003; Gabriele Pergola; Yulan He 001 (ACL/IJCNLP (1), 2021)

Addressing token uniformity in transformers via singular value transformation. - Hanqi Yan; Lin Gui 003; Wenjie Li 002; Yulan He 001 (UAI, 2022)

Hierarchical Interpretation of Neural Text Classification. - Hanqi Yan; Lin Gui 003; Yulan He 001 (Comput. Linguistics, 2022)

Distinguishability Calibration to In-Context Learning. - Hongjing Li; Hanqi Yan; Yanran Li; Li Qian; Yulan He 001; Lin Gui 003 (EACL (Findings), 2023)

Counterfactual Generation with Identifiability Guarantees. - Hanqi Yan; Lingjing Kong; Lin Gui 003; Yuejie Chi; Eric P. Xing; Yulan He 001; Kun Zhang 001 (NeurIPS, 2023)

The Mystery and Fascination of LLMs: A Comprehensive Survey on the Interpretation and Analysis of Emergent Abilities. - Yuxiang Zhou; Jiazheng Li 002; Yanzheng Xiang; Hanqi Yan; Lin Gui 003; Yulan He 001 (CoRR, 2023)

Tracking Brand-Associated Polarity-Bearing Topics in User Reviews. - Runcong Zhao; Lin Gui 003; Hanqi Yan; Yulan He 001 (Trans. Assoc. Comput. Linguistics, 2023)

Addressing Order Sensitivity of In-Context Demonstration Examples in Causal Language Models. - Yanzheng Xiang; Hanqi Yan; Lin Gui 003; Yulan He 001 (ACL (Findings), 2024)

Mirror: Multiple-perspective Self-Reflection Method for Knowledge-rich Reasoning. - Hanqi Yan; Qinglin Zhu; Xinyu Wang; Lin Gui 003; Yulan He 001 (ACL (1), 2024)

Weak Reward Model Transforms Generative Models into Robust Causal Event Extraction Systems. - Italo Luis da Silva; Hanqi Yan; Lin Gui 003; Yulan He 001 (EMNLP, 2024)

Encourage or Inhibit Monosemanticity? Revisit Monosemanticity from a Feature Decorrelation Perspective. - Hanqi Yan; Yanzheng Xiang; Guangyi Chen 002; Yifei Wang; Lin Gui 003; Yulan He 001 (EMNLP, 2024)

The Mystery of In-Context Learning: A Comprehensive Survey on Interpretation and Analysis. - Yuxiang Zhou; Jiazheng Li 002; Yanzheng Xiang; Hanqi Yan; Lin Gui 003; Yulan He 001 (EMNLP, 2024)

Direct Preference Optimization Using Sparse Feature-Level Constraints. - Qingyu Yin; Chak Tou Leong; Hongbo Zhang; Minjun Zhu; Hanqi Yan; Qiang Zhang; Yulan He 001; Wenjie Li 002; Jun Wang 121; Yue Zhang 004; Linyi Yang (CoRR, 2024)

Explainable Recommender With Geometric Information Bottleneck. - Hanqi Yan; Lin Gui 003; Menghan Wang; Kun Zhang 001; Yulan He 001 (IEEE Trans. Knowl. Data Eng., 2024)

Drift: Enhancing LLM Faithfulness in Rationale Generation via Dual-Reward Probabilistic Inference. - Jiazheng Li 002; Hanqi Yan; Yulan He 001 (ACL (1), 2025)

Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering. - Zhanghao Hu; Hanqi Yan; Qinglin Zhu; Zhenyi Shen; Yulan He 001; Lin Gui 003 (ACL (1), 2025)

The Multi-Faceted Monosemanticity in Multimodal Representations. - Hanqi Yan; Xiangxiang Cui; Lu Yin; Paul Pu Liang; Yulan He 001; Yifei Wang (CoRR, 2025)

CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation. - Zhenyi Shen; Hanqi Yan; Linhai Zhang; Zhanghao Hu; Yali Du 001; Yulan He 001 (CoRR, 2025)

Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering. - Zhanghao Hu; Hanqi Yan; Qingling Zhu; Zhenyi Shen; Yulan He 001; Lin Gui 003 (CoRR, 2025)

SciReplicate-Bench: Benchmarking LLMs in Agent-driven Algorithmic Reproduction from Research Papers. - Yanzheng Xiang; Hanqi Yan; Shuyin Ouyang; Lin Gui 003; Yulan He 001 (CoRR, 2025)

Soft Reasoning: Navigating Solution Spaces in Large Language Models through Controlled Embedding Exploration. - Qinglin Zhu; Runcong Zhao; Hanqi Yan; Yulan He 001; Yudong Chen; Lin Gui 003 (CoRR, 2025)

Spectrum Projection Score: Aligning Retrieved Summaries with Reader Models in Retrieval-Augmented Generation. - Zhanghao Hu; Qinglin Zhu; Siya Qi; Yulan He 001; Hanqi Yan; Lin Gui 003 (CoRR, 2025)