| On the evaluation metrics for paraphrase generation L Shen, L Liu, H Jiang, S Shi EMNLP 2022, 2022 | 27 | 2022 |
| Do pretrained Transformers Really Learn In-context by Gradient Descent? L Shen, A Mishra, D Khashabi arXiv preprint arXiv:2310.08540, 2023 | 12 | 2023 |
| DRCNet: Dynamic image restoration contrastive network F Li*, L Shen*, Y Mi, Z Li ECCV 2022, 2022 | 11 | 2022 |
| Semstamp: A semantic watermark with paraphrastic robustness for text generation AB Hou, J Zhang, T He, Y Wang, YS Chuang, H Wang, L Shen, ... NAACL 2024, 2023 | 9 | 2023 |
| Rethink stealthy backdoor attacks in natural language processing L Shen, H Jiang, L Liu, S Shi arXiv preprint arXiv:2201.02993, 2022 | 7 | 2022 |
| The language barrier: Dissecting safety challenges of LLMs in multilingual contexts L Shen, W Tan, S Chen, Y Chen, J Zhang, H Xu, B Zheng, P Koehn, ... arXiv preprint arXiv:2401.13136, 2024 | 6 | 2024 |
| Contrastive preference optimization: Pushing the boundaries of llm performance in machine translation H Xu, A Sharaf, Y Chen, W Tan, L Shen, B Van Durme, K Murray, YJ Kim arXiv preprint arXiv:2401.08417, 2024 | 5 | 2024 |
| The trickle-down impact of reward (in-) consistency on rlhf L Shen, S Chen, L Song, L Jin, B Peng, H Mi, D Khashabi, D Yu ICLR 2024, 2023 | 4 | 2023 |
| TextShield: Beyond Successfully Detecting Adversarial Sentences in Text Classification L Shen, Z Zhang, H Jiang, Y Chen ICLR 2023, 2023 | 4 | 2023 |
| KATG: Keyword-bias-aware adversarial text generation for text classification L Shen, S Li, Y Chen AAAI 2022, 2022 | 3 | 2022 |
| Narrowing the Gap between Zero-and Few-shot Machine Translation by Matching Styles W Tan, H Xu, L Shen, SS Li, K Murray, P Koehn, B Van Durme, Y Chen NAACL 2024 Findings, 2023 | 1 | 2023 |
| Sen2pro: A probabilistic perspective to sentence embedding from pre-trained language model L Shen, H Jiang, L Liu, S Shi ACL 2023 Rep4NLP workshop, 2023 | 1 | 2023 |
| Flatness-aware prompt selection improves accuracy and sample efficiency L Shen, W Tan, B Zheng, D Khashabi EMNLP 2023 Findings, 2023 | 1 | 2023 |
