| Position Bias Mitigation: A Knowledge-Aware Graph Model for Emotion Cause Extraction H Yan, L Gui, G Pergola, Y He ACL2021 main conference, Oral, 2021 | 60 | 2021 |
| Reinforcement learning based recommendation with graph convolutional q-network Y Lei, H Pei, H Yan, W Li Proceedings of the 43rd international ACM SIGIR conference on research and …, 2020 | 38 | 2020 |
| LexicalAT: Lexical-based adversarial reinforcement training for robust sentiment classification J Xu, L Zhao, H Yan, Q Zeng, Y Liang, X Sun Proceedings of the 2019 conference on empirical methods in natural language …, 2019 | 32 | 2019 |
| Hierarchical Interpretation of Neural Text Classification H Yan, L Gui, Y He Computational Linguistics, 2022 | 19 | 2022 |
| Addressing token uniformity in transformers via singular value transformation H Yan, L Gui, W Li, Y He Uncertainty in artificial intelligence, 2181-2191, 2022 | 14 | 2022 |
| Counterfactual generation with identifiability guarantees H Yan, L Kong, L Gui, Y Chi, E Xing, Y He, K Zhang Advances in Neural Information Processing Systems 36, 56256-56277, 2023 | 9 | 2023 |
| Distinguishability Calibration to In-Context Learning H Li, H Yan, Y Li, L Qian, Y He, L Gui EACL-findings, 2023 | 8 | 2023 |
| The Mystery of In-Context Learning: A Comprehensive Survey on Interpretation and Analysis Y Zhou, J Li, Y Xiang, H Yan, L Gui, Y He Proceedings of the 2024 Conference on Empirical Methods in Natural Language …, 2024 | 6 | 2024 |
| Addressing order sensitivity of in-context demonstration examples in causal language models Y Xiang, H Yan, L Gui, Y He arXiv preprint arXiv:2402.15637, 2024 | 6 | 2024 |
| Mirror: A multiple-perspective self-reflection method for knowledge-rich reasoning H Yan, Q Zhu, X Wang, L Gui, Y He arXiv preprint arXiv:2402.14963, 2024 | 6 | 2024 |
| Encourage or Inhibit Monosemanticity? Revisit Monosemanticity from a Feature Decorrelation Perspective H Yan, Y Xiang, G Chen, Y Wang, L Gui, Y He https://arxiv.org/pdf/2406.17969, 2024 | 5 | 2024 |
| Tracking Brand-Associated Polarity-Bearing Topics in User Reviews R Zhao, L Gui, H Yan, Y He TACL, 2023 | 5 | 2023 |
| Direct preference optimization using sparse feature-level constraints Q Yin, CT Leong, H Zhang, M Zhu, H Yan, Q Zhang, Y He, W Li, J Wang, ... arXiv preprint arXiv:2411.07618, 2024 | 4 | 2024 |
| Explainable Recommender with Geometric Information Bottleneck H Yan, L Gui, M Wang, K Zhang, Y He IEEE Transactions on Knowledge and Data Engineering, 2024 | 3 | 2024 |
| The mystery and fascination of llms: A comprehensive survey on the interpretation and analysis of emergent abilities Y Zhou, J Li, Y Xiang, H Yan, L Gui, Y He CoRR, 2023 | 2 | 2023 |
| The Multi-Faceted Monosemanticity in Multimodal Representations H Yan, X Cui, L Yin, PP Liang, Y He, Y Wang arXiv preprint arXiv:2502.14888, 2025 | 1 | 2025 |
| Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering Z Hu, H Yan, Q Zhu, Z Shen, Y He, L Gui arXiv preprint arXiv:2503.01606, 2025 | | 2025 |
| CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation Z Shen, H Yan, L Zhang, Z Hu, Y Du, Y He arXiv preprint arXiv:2502.21074, 2025 | | 2025 |
| Weak Reward Model Transforms Generative Models into Robust Causal Event Extraction Systems IL Da Silva, H Yan, L Gui, Y He arXiv preprint arXiv:2406.18245, 2024 | | 2024 |
| Enhancing robustness and interpretability in natural language processing through representation learning H Yan PhD Thesis, 2024 | | 2024 |
Yulan HeProfessor, King's College London; Turing AI FellowVerified email at kcl.ac.uk