| 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 ICML 2024, 2024 | 405 | 2024 |
| 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 | 127 | 2023 |
| Seed1. 5-thinking: Advancing superb reasoning models with reinforcement learning BD Seed, J Chen, T Fan, X Liu, L Liu, Z Lin, M Wang, C Wang, X Wei, ... arXiv preprint arXiv:2504.13914, 2025 | 118 | 2025 |
| 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, ... ACL 2024 (Findings), 2024 | 86 | 2024 |
| On the evaluation metrics for paraphrase generation L Shen, L Liu, H Jiang, S Shi EMNLP 2022 (Oral), 2022 | 78 | 2022 |
| Do pretrained Transformers Really Learn In-context by Gradient Descent? L Shen, A Mishra, D Khashabi ICML 2024 (Oral), 2023 | 49* | 2023 |
| 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 | 28 | 2023 |
| DRCNet: Dynamic image restoration contrastive network F Li*, L Shen*, Y Mi, Z Li ECCV 2022, 2022 | 27 | 2022 |
| Longreason: A synthetic long-context reasoning benchmark via context expansion Z Ling, K Liu, K Yan, Y Yang, W Lin, TH Fan, L Shen, Z Du, J Chen arXiv preprint arXiv:2501.15089, 2025 | 12 | 2025 |
| AnaloBench: Benchmarking the Identification of Abstract and Long-context Analogies X Ye, A Wang, J Choi, Y Lu, S Sharma, L Shen, V Tiyyala, N Andrews, ... EMNLP 2024, 2024 | 11 | 2024 |
| Rethink stealthy backdoor attacks in natural language processing L Shen, H Jiang, L Liu, S Shi arXiv preprint arXiv:2201.02993, 2022 | 11 | 2022 |
| TextShield: Beyond Successfully Detecting Adversarial Sentences in Text Classification L Shen, Z Zhang, H Jiang, Y Chen ICLR 2023, 2023 | 10 | 2023 |
| MIR-Bench: Benchmarking LLM's Long-Context Intelligence via Many-Shot In-Context Inductive Reasoning K Yan, Z Ling, K Liu, Y Yang, TH Fan, L Shen, Z Du, J Chen Workshop on Reasoning and Planning for Large Language Models, 2025 | 8 | 2025 |
| 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 | 8 | 2023 |
| Flatness-aware prompt selection improves accuracy and sample efficiency L Shen, W Tan, B Zheng, D Khashabi EMNLP 2023 (Findings), 2023 | 8 | 2023 |
| KATG: Keyword-bias-aware adversarial text generation for text classification L Shen, S Li, Y Chen AAAI 2022, 2022 | 6 | 2022 |
| It Takes Two: On the Seamlessness between Reward and Policy Model in RLHF T Lu*, L Shen*, X Yang*, W Tan, B Chen, H Yao arXiv preprint arXiv:2406.07971, 2024 | 5 | 2024 |
| 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 | 5 | 2023 |
| Generalizable end-to-end tool-use rl with synthetic codegym W Du, H Gong, Z Ling, K Liu, L Shen, X Yao, Y Xu, D Shi, Y Yang, J Chen arXiv preprint arXiv:2509.17325, 2025 | 3 | 2025 |
| DiffNorm: Self-Supervised Normalization for Non-autoregressive Speech-to-speech Translation W Tan, J Zhang, L Shen, D Khashabi, P Koehn NeurIPS 2024, 2024 | 1 | 2024 |
