Следене
Qin Liu
Qin Liu
PhD student @ UC Davis
Потвърден имейл адрес: ucdavis.edu - Начална страница
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Позовавания
Позовавания
Година
The rise and potential of large language model based agents: A survey
Z Xi, W Chen, X Guo, W He, Y Ding, B Hong, M Zhang, J Wang, S Jin, ...
arXiv preprint arXiv:2309.07864, 2023
2482023
Textflint: Unified multilingual robustness evaluation toolkit for natural language processing
X Wang, Q Liu, T Gui, Q Zhang, Y Zou, X Zhou, J Ye, Y Zhang, R Zheng, ...
Proceedings of the 59th Annual Meeting of the Association for Computational …, 2021
111*2021
Secrets of rlhf in large language models part i: Ppo
R Zheng, S Dou, S Gao, Y Hua, W Shen, B Wang, Y Liu, S Jin, Q Liu, ...
arXiv preprint arXiv:2307.04964, 2023
49*2023
Flooding-X: Improving BERT’s resistance to adversarial attacks via loss-restricted fine-tuning
Q Liu, R Zheng, B Rong, J Liu, Z Liu, Z Cheng, L Qiao, T Gui, Q Zhang, ...
Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022
272022
From shortcuts to triggers: Backdoor defense with denoised poe
Q Liu, F Wang, C Xiao, M Chen
arXiv preprint arXiv:2305.14910, 2023
42023
Overview of argumentative text understanding for ai debater challenge
J Yuan, L Cheng, R He, Y Li, L Bing, Z Wei, Q Liu, C Shen, S Zhang, ...
Natural Language Processing and Chinese Computing: 10th CCF International …, 2021
42021
Test-time backdoor mitigation for black-box large language models with defensive demonstrations
W Mo, J Xu, Q Liu, J Wang, J Yan, C Xiao, M Chen
arXiv preprint arXiv:2311.09763, 2023
32023
Characterizing the impacts of instances on robustness
R Zheng, Z Xi, Q Liu, W Lai, T Gui, Q Zhang, XJ Huang, J Ma, Y Shan, ...
Findings of the Association for Computational Linguistics: ACL 2023, 2314-2332, 2023
32023
Plugat: A plug and play module to defend against textual adversarial attack
R Zheng, R Bao, Q Liu, T Gui, Q Zhang, XJ Huang, R Xie, W Wu
Proceedings of the 29th International Conference on Computational …, 2022
22022
Two Heads are Better than One: Nested PoE for Robust Defense Against Multi-Backdoors
V Graf, Q Liu, M Chen
arXiv preprint arXiv:2404.02356, 2024
12024
Monotonic Paraphrasing Improves Generalization of Language Model Prompting
Q Liu, F Wang, N Xu, T Yan, T Meng, M Chen
arXiv preprint arXiv:2403.16038, 2024
12024
Detecting Adversarial Samples through Sharpness of Loss Landscape
R Zheng, S Dou, Y Zhou, Q Liu, T Gui, Q Zhang, Z Wei, XJ Huang, ...
Findings of the Association for Computational Linguistics: ACL 2023, 11282-11298, 2023
12023
Learning to generate representations for novel words: Mimic the OOV situation in training
X Xing, M Peng, Q Zhang, Q Liu, X Huang
Natural Language Processing and Chinese Computing: 9th CCF International …, 2020
12020
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