Farima Fatahi Bayat

14 papers A* 1Journal 9Unranked 4
YearRankTypeTitle / Venue / Authors
2025 — conf
FactBench: A Dynamic Benchmark for In-the-Wild Language Model Factuality Evaluation.
ACL (1)
Farima Fatahi Bayat, Lechen Zhang, Sheza Munir, Lu Wang
2025 J jnl
From Proof to Program: Characterizing Tool-Induced Reasoning Hallucinations in Large Language Models.
CoRR
Farima Fatahi Bayat, Pouya Pezeshkpour, Estevam Hruschka
2025 J jnl
Logit Arithmetic Elicits Long Reasoning Capabilities Without Training.
CoRR
Yunxiang Zhang, Muhammad Khalifa, Lechen Zhang, Xin Liu, Ayoung Lee, Xinliang Frederick Zhang, Farima Fatahi Bayat, Lu Wang
2025 J jnl
Logit Arithmetic Elicits Long Reasoning Capabilities Without Training.
CoRR
Yunxiang Zhang, Muhammad Khalifa, Lechen Zhang, Xin Liu, Ayoung Lee, Xinliang Frederick Zhang, Farima Fatahi Bayat, Lu Wang
2024 J jnl
APE: Active Learning-based Tooling for Finding Informative Few-shot Examples for LLM-based Entity Matching.
CoRR
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
2024 — conf
Enhanced Language Model Truthfulness with Learnable Intervention and Uncertainty Expression.
ACL (Findings)
Farima Fatahi Bayat, Xin Liu, H. V. Jagadish, Lu Wang
2024 A* conf
Enhancing Language Model Factuality via Activation-Based Confidence Calibration and Guided Decoding.
EMNLP
Xin Liu, Farima Fatahi Bayat, Lu Wang
2024 J jnl
Enhancing Language Model Factuality via Activation-Based Confidence Calibration and Guided Decoding.
CoRR
Xin Liu, Farima Fatahi Bayat, Lu Wang
2024 J jnl
FactBench: A Dynamic Benchmark for In-the-Wild Language Model Factuality Evaluation.
CoRR
Farima Fatahi Bayat, Lechen Zhang, Sheza Munir, Lu Wang
2024 J jnl
LITO: Learnable Intervention for Truthfulness Optimization.
CoRR
Farima Fatahi Bayat, Xin Liu, H. V. Jagadish, Lu Wang
2023 — conf
FLEEK: Factual Error Detection and Correction with Evidence Retrieved from External Knowledge.
EMNLP (Demos)
Farima Fatahi Bayat, Kun Qian, Benjamin Han, Yisi Sang, Anton Belyi, Samira Khorshidi, Fei Wu, Ihab F. Ilyas, Yunyao Li
2023 J jnl
FLEEK: Factual Error Detection and Correction with Evidence Retrieved from External Knowledge.
CoRR
Farima Fatahi Bayat, Kun Qian, Benjamin Han, Yisi Sang, Anton Belyi, Samira Khorshidi, Fei Wu, Ihab F. Ilyas, Yunyao Li
2022 — conf
CompactIE: Compact Facts in Open Information Extraction.
NAACL-HLT
Farima Fatahi Bayat, Nikita Bhutani, H. V. Jagadish
2022 J jnl
CompactIE: Compact Facts in Open Information Extraction.
CoRR
Farima Fatahi Bayat, Nikita Bhutani, H. V. Jagadish