| 🧜 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, 2025 | 1876* | 2025 |
| A survey on retrieval-augmented text generation H Li, Y Su, D Cai, Y Wang, L Liu arXiv preprint arXiv:2202.01110, 2022 | 348* | 2022 |
| Neural Machine Translation with Supervised Attention L Liu, M Utiyama, A Finch, E Sumita Proceedings of COLING 2016, the 26th International Conference on …, 2016 | 193 | 2016 |
| Lift Yourself Up: Retrieval-augmented Text Generation with Self Memory X Cheng, D Luo, X Chen, L Liu, D Zhao, R Yan NeurIPS 2023, 2023 | 175 | 2023 |
| Instance weighting for neural machine translation domain adaptation R Wang, M Utiyama, L Liu, K Chen, E Sumita Proceedings of the 2017 Conference on Empirical Methods in Natural Language …, 2017 | 169 | 2017 |
| Agreement on target-bidirectional neural machine translation L Liu, M Utiyama, A Finch, E Sumita Proceedings of the 2016 Conference of the North American Chapter of the …, 2016 | 147 | 2016 |
| Fairness-guided Few-shot Prompting for Large Language Models H Ma, C Zhang, Y Bian, L Liu, Z Zhang, P Zhao, S Zhang, H Fu, Q Hu, ... NeurIPS 2023, 2023 | 139 | 2023 |
| Neural Machine Translation with Monolingual Translation Memory D Cai, Y Wang, H Li, W Lam, L Liu ACL-IJCNLP 2021 (Outstanding Paper Award), 2021 | 131 | 2021 |
| Recent advances in retrieval-augmented text generation D Cai, Y Wang, L Liu, S Shi Proceedings of the 45th international ACM SIGIR conference on research and …, 2022 | 110 | 2022 |
| On the Word Alignment from Neural Machine Translation X Li, G Li, L Liu, M Meng, S Shi Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019 | 95 | 2019 |
| Empirical analysis of unlabeled entity problem in named entity recognition Y Li, L Liu, S Shi ICLR, 2021 | 86 | 2021 |
| On the Evaluation Metrics for Paraphrase Generation L Shen, L Liu, H Jiang, S Shi EMNLP 2022, 2022 | 78 | 2022 |
| Fast and accurate neural machine translation with translation memory Q He, G Huang, Q Cui, L Li, L Liu Proceedings of the 59th Annual Meeting of the Association for Computational …, 2021 | 74 | 2021 |
| Neural Machine Translation with Source Dependency Representation K Chen, R Wang, M Utiyama, L Liu, A Tamura, E Sumita, T Zhao Proceedings of the 2017 Conference on Empirical Methods in Natural Language …, 2017 | 73 | 2017 |
| A neural approach to source dependence based context model for statistical machine translation K Chen, T Zhao, M Yang, L Liu, A Tamura, R Wang, M Utiyama, E Sumita IEEE/ACM Transactions on Audio, Speech, and Language Processing 26 (2), 266-280, 2017 | 69 | 2017 |
| Graph based Translation Memory for Neural Machine Translation M Xia, G Huang, L Liu, S Shi AAAI, 2019 | 61 | 2019 |
| Siren’s song in the AI ocean: a survey on hallucination in large language models. arXiv Y Zhang, Y Li, L Cui, D Cai, L Liu, T Fu, X Huang, E Zhao, Y Zhang, ... arXiv preprint arXiv:2309.01219, 2023 | 56 | 2023 |
| Sentence selection and weighting for neural machine translation domain adaptation R Wang, M Utiyama, A Finch, L Liu, K Chen, E Sumita IEEE/ACM Transactions on Audio, Speech, and Language Processing 26 (10 …, 2018 | 53 | 2018 |
| Siren’s song in the AI ocean: A survey on hallucination in large language models. arXiv 2023 Y Zhang, Y Li, L Cui, D Cai, L Liu, T Fu, X Huang, E Zhao, Y Zhang, ... arXiv preprint arXiv:2309.01219, 2023 | 50* | 2023 |
| Target-Bidirectional Neural Models for Machine Transliteration A Finch, L Liu, X Wang, E Sumita ACL NEWS Workshop 2016, 78, 2016 | 46 | 2016 |
Shuming ShiTencent AI LabVerified email at tencent.com
