Farima Fatahi Bayat

According to our database, Farima Fatahi Bayat authored at least 8 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Logit Arithmetic Elicits Long Reasoning Capabilities Without Training.

Yunxiang Zhang, Muhammad Khalifa, Lechen Zhang, Xin Liu, Ayoung Lee, Xinliang Frederick Zhang, Farima Fatahi Bayat, Lu Wang

CoRR, July, 2025

FactBench: A Dynamic Benchmark for In-the-Wild Language Model Factuality Evaluation.

Farima Fatahi Bayat, Lechen Zhang, Sheza Munir, Lu Wang

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

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

CoRR, 2024

LITO: Learnable Intervention for Truthfulness Optimization.

Farima Fatahi Bayat, Xin Liu, H. V. Jagadish, Lu Wang

CoRR, 2024

Enhancing Language Model Factuality via Activation-Based Confidence Calibration and Guided Decoding.

Xin Liu, Farima Fatahi Bayat, Lu Wang

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Enhanced Language Model Truthfulness with Learnable Intervention and Uncertainty Expression.

Farima Fatahi Bayat, Xin Liu, H. V. Jagadish, Lu Wang

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

FLEEK: Factual Error Detection and Correction with Evidence Retrieved from External Knowledge.

Farima Fatahi Bayat, Kun Qian, Benjamin Han, Yisi Sang, Anton Belyi, Samira Khorshidi, Fei Wu, Ihab F. Ilyas, Yunyao Li

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

CompactIE: Compact Facts in Open Information Extraction.

Farima Fatahi Bayat, Nikita Bhutani, H. V. Jagadish

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022