| 🧜 Siren’s Song in the AI Ocean: A Survey on Hallucination in Large Language Models Y Zhang, Y Li, L Cui, D Cai, L Liu, T Fu, X Huang, E Zhao, Y Zhang, ... Computational Linguistics, 1-46, 2025 | 1913* | 2025 |
| An empirical study of catastrophic forgetting in large language models during continual fine-tuning Y Luo, Z Yang, F Meng, Y Li, J Zhou, Y Zhang IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2023 | 538 | 2023 |
| MAGE: Machine-generated Text Detection in the Wild Y Li, Q Li, L Cui, W Bi, L Wang, L Yang, S Shi, Y Zhang ACL 2024, 2023 | 211* | 2023 |
| GLUE-X: Evaluating Natural Language Understanding Models from an Out-of-distribution Generalization Perspective L Yang, S Zhang, L Qin, Y Li, Y Wang, H Liu, J Wang, X Xie, Y Zhang ACL 2023 Findings, 2022 | 113 | 2022 |
| Learning to Reason under Off-Policy Guidance J Yan*, Y Li*, Z Hu, Z Wang, G Cui, X Qu, Y Cheng, Y Zhang NeurIPS 2025, 2025 | 99* | 2025 |
| A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond X Qu*, Y Li*, Z Su, W Sun, J Yan, D Liu, G Cui, D Liu, S Liang, J He, P Li, ... arXiv preprint arXiv:2503.21614, 2025 | 99* | 2025 |
| A survey of reinforcement learning for large reasoning models K Zhang, Y Zuo, B He, Y Sun, R Liu, C Jiang, Y Fan, K Tian, G Jia, P Li, ... arXiv preprint arXiv:2509.08827, 2025 | 74* | 2025 |
| On Compositional Generalization of Neural Machine Translation Y Li, Y Yin, Y Chen, Y Zhang ACL 2021, 2021 | 62 | 2021 |
| Prompt-Driven Neural Machine Translation Y Li, Y Yin, J Li, Y Zhang ACL 2022 Findings, 2579-2590, 2022 | 39 | 2022 |
| Test-Time Preference Optimization: On-the-Fly Alignment via Iterative Textual Feedback Y Li, X Hu, X Qu, L Li, Y Cheng ICML 2025, 2025 | 32 | 2025 |
| Advancing Multimodal Reasoning: From Optimized Cold Start to Staged Reinforcement Learning S Chen, Y Guo, Z Su, Y Li, Y Wu, J Chen, J Chen, W Wang, X Qu, ... arXiv preprint arXiv:2506.04207, 2025 | 27* | 2025 |
| Understanding In-Context Learning from Repetitions J Yan, J Xu, C Song, C Wu, Y Li, Y Zhang ICLR 2024, 2023 | 26 | 2023 |
| Generating Diverse Criteria On-the-Fly to Improve Point-wise LLM Rankers F Guo, W Li, H Zhuang, Y Luo, Y Li, L Yan, Y Zhang WSDM 2025, 2024 | 19* | 2024 |
| Spotting AI's Touch: Identifying LLM-Paraphrased Spans in Text Y Li*, Z Wang*, L Cui, W Bi, S Shi, Y Zhang ACL 2024 Findings, 2024 | 18 | 2024 |
| Siren’s song in the AI Ocean: a survey on hallucination in large language models. arXiv.(2023). doi: 10.48550 Y Zhang, Y Li, L Cui, D Cai, L Liu, T Fu, X Huang, E Zhao, Y Zhang, ... arXiv preprint arXiv.2309.01219 2309, 0 | 18* | |
| Scaling reasoning, losing control: Evaluating instruction following in large reasoning models T Fu, J Gu, Y Li †, X Qu, Y Cheng arXiv preprint arXiv:2505.14810, 2025 | 17* | 2025 |
| Explicit Syntactic Guidance for Neural Text Generation Y Li, L Cui, J Yan, Y Yin, W Bi, S Shi, Y Zhang ACL 2023, 2023 | 16 | 2023 |
| On compositional generalization of transformer-based neural machine translation Y Yin, L Fu, Y Li, Y Zhang Information Fusion 111, 102491, 2024 | 14 | 2024 |
| Consistency Regularization Training for Compositional Generalization Y Yin, J Zeng, Y Li, F Meng, J Zhou, Y Zhang ACL 2023, 1294-1308, 2023 | 13 | 2023 |
| Multi-llm collaborative search for complex problem solving S Yang, Y Li, W Lam, Y Cheng arXiv preprint arXiv:2502.18873, 2025 | 12 | 2025 |
Lemao LiuFudan UniversityVerified email at tencent.com
