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Conference and Workshop Papers
- 2024
[c3]Farima Fatahi Bayat, Xin Liu, H. V. Jagadish, Lu Wang:
Enhanced Language Model Truthfulness with Learnable Intervention and Uncertainty Expression. ACL (Findings) 2024: 12388-12400- 2023
- [c2]Farima Fatahi Bayat, Kun Qian, Benjamin Han, Yisi Sang, Anton Belyi, Samira Khorshidi, Fei Wu, Ihab F. Ilyas, Yunyao Li:
FLEEK: Factual Error Detection and Correction with Evidence Retrieved from External Knowledge. EMNLP (Demos) 2023: 124-130 - 2022
- [c1]Farima Fatahi Bayat
, Nikita Bhutani, H. V. Jagadish:
CompactIE: Compact Facts in Open Information Extraction. NAACL-HLT 2022: 900-910
Informal and Other Publications
- 2024
- [i5]Farima Fatahi Bayat, Xin Liu, H. V. Jagadish, Lu Wang:
LITO: Learnable Intervention for Truthfulness Optimization. CoRR abs/2405.00301 (2024) - [i4]Xin Liu, Farima Fatahi Bayat, Lu Wang:
Enhancing Language Model Factuality via Activation-Based Confidence Calibration and Guided Decoding. CoRR abs/2406.13230 (2024) - [i3]Kun Qian, Yisi Sang, Farima Fatahi Bayat, Anton Belyi, Xianqi Chu, Yash Govind, Samira Khorshidi, Rahul Khot, Katherine Luna, Azadeh Nikfarjam, Xiaoguang Qi, Fei Wu, Xianhan Zhang, Yunyao Li:
APE: Active Learning-based Tooling for Finding Informative Few-shot Examples for LLM-based Entity Matching. CoRR abs/2408.04637 (2024) - 2023
- [i2]Farima Fatahi Bayat, Kun Qian, Benjamin Han, Yisi Sang, Anton Belyi, Samira Khorshidi, Fei Wu, Ihab F. Ilyas, Yunyao Li:
FLEEK: Factual Error Detection and Correction with Evidence Retrieved from External Knowledge. CoRR abs/2310.17119 (2023) - 2022
- [i1]Farima Fatahi Bayat, Nikita Bhutani, H. V. Jagadish:
CompactIE: Compact Facts in Open Information Extraction. CoRR abs/2205.02880 (2022)
Coauthor Index
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