Publications

FactBench: A Dynamic Benchmark for In-the-Wild Language Model Factuality Evaluation
FactBench: A Dynamic Benchmark for In-the-Wild Language Model Factuality Evaluation
Farima Fatahi Bayat, Lechen Zhang, Sheza Munir, Lu Wang
arXiv 2024
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Enhancing Language Model Factuality via Activation-Based Confidence Calibration and Guided Decoding
Enhancing Language Model Factuality via Activation-Based Confidence Calibration and Guided Decoding
Xin Liu, Farima Fatahi Bayat, Lu Wang
EMNLP 2024
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APE: Active Learning-based Tooling for Finding Informative Few-shot Examples for LLM-based Entity Matching
APE: Active Learning-based Tooling for Finding Informative Few-shot Examples for LLM-based Entity Matching
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
DaSH 2024
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Enhanced Language Model Truthfulness with Learnable Intervention and Uncertainty Expression
Enhanced Language Model Truthfulness with Learnable Intervention and Uncertainty Expression
Farima Fatahi Bayat, Xin Liu, H. Jagadish, Lu Wang
ACL 2024 Findings
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FLEEK: Factual Error Detection and Correction with Evidence Retrieved from External Knowledge
FLEEK: Factual Error Detection and Correction with Evidence Retrieved from External Knowledge
Farima Fatahi Bayat, Kun Qian, Benjamin Han, Yisi Sang, Anton Belyy, Samira Khorshidi, Fei Wu, Ihab Ilyas, Yunyao Li
EMNLP 2023 (System Demonstrations)
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CompactIE: Compact Facts in Open Information Extraction
CompactIE: Compact Facts in Open Information Extraction
Farima Fatahi Bayat, Nikita Bhutani, H. Jagadish
NAACL 2022
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