Lingfeng Shen
Lingfeng Shen
Other namesLingfeng Shen(沈凌峰)
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On the evaluation metrics for paraphrase generation
L Shen, L Liu, H Jiang, S Shi
EMNLP 2022, 2022
Do pretrained Transformers Really Learn In-context by Gradient Descent?
L Shen, A Mishra, D Khashabi
arXiv preprint arXiv:2310.08540, 2023
DRCNet: Dynamic image restoration contrastive network
F Li*, L Shen*, Y Mi, Z Li
ECCV 2022, 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
Rethink stealthy backdoor attacks in natural language processing
L Shen, H Jiang, L Liu, S Shi
arXiv preprint arXiv:2201.02993, 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
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
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
TextShield: Beyond Successfully Detecting Adversarial Sentences in Text Classification
L Shen, Z Zhang, H Jiang, Y Chen
ICLR 2023, 2023
KATG: Keyword-bias-aware adversarial text generation for text classification
L Shen, S Li, Y Chen
AAAI 2022, 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
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
Flatness-aware prompt selection improves accuracy and sample efficiency
L Shen, W Tan, B Zheng, D Khashabi
EMNLP 2023 Findings, 2023
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