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Fan Yin
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Entity-relation extraction as multi-turn question answering
X Li, F Yin, Z Sun, X Li, A Yuan, D Chai, M Zhou, J Li
arXiv preprint arXiv:1905.05529, 2019
4142019
Glyce: Glyph-vectors for chinese character representations
Y Meng, W Wu, F Wang, X Li, P Nie, F Yin, M Li, Q Han, X Sun, J Li
Advances in Neural Information Processing Systems 32, 2019
2122019
Red teaming language model detectors with language models
Z Shi*, Y Wang*, F Yin*, X Chen, KW Chang, CJ Hsieh
Transactions of the Association for Computational Linguistic 12, 174-189, 2024
372024
On the Sensitivity and Stability of Model Interpretations in NLP
F Yin, Z Shi, CJ Hsieh, KW Chang
ACL 2022, 2021
32*2021
On the robustness of language encoders against grammatical errors
F Yin, Q Long, T Meng, KW Chang
arXiv preprint arXiv:2005.05683, 2020
322020
Prompt-driven llm safeguarding via directed representation optimization
C Zheng, F Yin, H Zhou, F Meng, J Zhou, KW Chang, M Huang, N Peng
arXiv preprint arXiv:2401.18018, 2024
30*2024
Dynosaur: A dynamic growth paradigm for instruction-tuning data curation
D Yin, X Liu, F Yin, M Zhong, H Bansal, J Han, KW Chang
arXiv preprint arXiv:2305.14327, 2023
252023
Did you read the instructions? rethinking the effectiveness of task definitions in instruction learning
F Yin, J Vig, P Laban, S Joty, C Xiong, CSJ Wu
arXiv preprint arXiv:2306.01150, 2023
242023
Cleanclip: Mitigating data poisoning attacks in multimodal contrastive learning
H Bansal, N Singhi, Y Yang, F Yin, A Grover, KW Chang
Proceedings of the IEEE/CVF International Conference on Computer Vision, 112-123, 2023
222023
Active instruction tuning: Improving cross-task generalization by training on prompt sensitive tasks
PN Kung, F Yin, D Wu, KW Chang, N Peng
arXiv preprint arXiv:2311.00288, 2023
102023
Addmu: Detection of far-boundary adversarial examples with data and model uncertainty estimation
F Yin, Y Li, CJ Hsieh, KW Chang
arXiv preprint arXiv:2210.12396, 2022
42022
Characterizing Truthfulness in Large Language Model Generations with Local Intrinsic Dimension
F Yin, J Srinivasa, KW Chang
ICML 2024, 2024
32024
Efficient shapley values estimation by amortization for text classification
C Yang, F Yin, H He, KW Chang, X Ma, B Xiang
arXiv preprint arXiv:2305.19998, 2023
22023
Enhancing Large Vision Language Models with Self-Training on Image Comprehension
Y Deng, P Lu, F Yin, Z Hu, S Shen, J Zou, KW Chang, W Wang
arXiv preprint arXiv:2405.19716, 2024
12024
Contrastive Instruction Tuning
T Yan, F Wang, JY Huang, W Zhou, F Yin, A Galstyan, W Yin, M Chen
arXiv preprint arXiv:2402.11138, 2024
12024
Evaluating Human Alignment and Model Faithfulness of LLM Rationale
M Fayyaz, F Yin, J Sun, N Peng
arXiv preprint arXiv:2407.00219, 2024
2024
Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation
D Wu, JC Gu, F Yin, N Peng, KW Chang
arXiv preprint arXiv:2406.13692, 2024
2024
Self-Control of LLM Behaviors by Compressing Suffix Gradient into Prefix Controller
M Cai, Y Zhang, S Zhang, F Yin, D Zou, Y Yue, Z Hu
arXiv preprint arXiv:2406.02721, 2024
2024
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