Hanqi Yan

According to our database, Hanqi Yan authored at least 24 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Spectrum Projection Score: Aligning Retrieved Summaries with Reader Models in Retrieval-Augmented Generation.

Zhanghao Hu, Qinglin Zhu, Siya Qi, Yulan He, Hanqi Yan, Lin Gui

CoRR, August, 2025

Soft Reasoning: Navigating Solution Spaces in Large Language Models through Controlled Embedding Exploration.

Qinglin Zhu, Runcong Zhao, Hanqi Yan, Yulan He, Yudong Chen, Lin Gui

CoRR, May, 2025

SciReplicate-Bench: Benchmarking LLMs in Agent-driven Algorithmic Reproduction from Research Papers.

Yanzheng Xiang, Hanqi Yan, Shuyin Ouyang, Lin Gui, Yulan He

CoRR, April, 2025

Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering.

Zhanghao Hu, Hanqi Yan, Qingling Zhu, Zhenyi Shen, Yulan He, Lin Gui

CoRR, March, 2025

CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation.

Zhenyi Shen, Hanqi Yan, Linhai Zhang, Zhanghao Hu, Yali Du, Yulan He

CoRR, February, 2025

The Multi-Faceted Monosemanticity in Multimodal Representations.

Hanqi Yan, Xiangxiang Cui, Lu Yin, Paul Pu Liang, Yulan He, Yifei Wang

CoRR, February, 2025

Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering.

Zhanghao Hu, Hanqi Yan, Qinglin Zhu, Zhenyi Shen, Yulan He, Lin Gui

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Drift: Enhancing LLM Faithfulness in Rationale Generation via Dual-Reward Probabilistic Inference.

Jiazheng Li, Hanqi Yan, Yulan He

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Explainable Recommender With Geometric Information Bottleneck.

Hanqi Yan, Lin Gui, Menghan Wang, Kun Zhang, Yulan He

IEEE Trans. Knowl. Data Eng., July, 2024

Direct Preference Optimization Using Sparse Feature-Level Constraints.

Qingyu Yin, Chak Tou Leong, Hongbo Zhang, Minjun Zhu, Hanqi Yan, Qiang Zhang, Yulan He, Wenjie Li, Jun Wang, Yue Zhang, Linyi Yang

CoRR, 2024

The Mystery of In-Context Learning: A Comprehensive Survey on Interpretation and Analysis.

Yuxiang Zhou, Jiazheng Li, Yanzheng Xiang, Hanqi Yan, Lin Gui, Yulan He

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Encourage or Inhibit Monosemanticity? Revisit Monosemanticity from a Feature Decorrelation Perspective.

Hanqi Yan, Yanzheng Xiang, Guangyi Chen, Yifei Wang, Lin Gui, Yulan He

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Weak Reward Model Transforms Generative Models into Robust Causal Event Extraction Systems.

Italo Luis da Silva, Hanqi Yan, Lin Gui, Yulan He

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Mirror: Multiple-perspective Self-Reflection Method for Knowledge-rich Reasoning.

Hanqi Yan, Qinglin Zhu, Xinyu Wang, Lin Gui, Yulan He

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Addressing Order Sensitivity of In-Context Demonstration Examples in Causal Language Models.

Yanzheng Xiang, Hanqi Yan, Lin Gui, Yulan He

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Tracking Brand-Associated Polarity-Bearing Topics in User Reviews.

Runcong Zhao, Lin Gui, Hanqi Yan, Yulan He

Trans. Assoc. Comput. Linguistics, 2023

The Mystery and Fascination of LLMs: A Comprehensive Survey on the Interpretation and Analysis of Emergent Abilities.

Yuxiang Zhou, Jiazheng Li, Yanzheng Xiang, Hanqi Yan, Lin Gui, Yulan He

CoRR, 2023

Counterfactual Generation with Identifiability Guarantees.

Hanqi Yan, Lingjing Kong, Lin Gui, Yuejie Chi, Eric P. Xing, Yulan He, Kun Zhang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Distinguishability Calibration to In-Context Learning.

Hongjing Li, Hanqi Yan, Yanran Li, Li Qian, Yulan He, Lin Gui

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

2022

Hierarchical Interpretation of Neural Text Classification.

Hanqi Yan, Lin Gui, Yulan He

Comput. Linguistics, 2022

Addressing token uniformity in transformers via singular value transformation.

Hanqi Yan, Lin Gui, Wenjie Li, Yulan He

Proceedings of the Uncertainty in Artificial Intelligence, 2022

2021

Position Bias Mitigation: A Knowledge-Aware Graph Model for Emotion Cause Extraction.

Hanqi Yan, Lin Gui, Gabriele Pergola, Yulan He

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Reinforcement Learning based Recommendation with Graph Convolutional Q-network.

Yu Lei, Hongbin Pei, Hanqi Yan, Wenjie Li

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

2019

LexicalAT: Lexical-Based Adversarial Reinforcement Training for Robust Sentiment Classification.

Jingjing Xu, Liang Zhao, Hanqi Yan, Qi Zeng, Yun Liang, Xu Sun

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019