CompactIE: Compact Facts in Open Information Extraction. - Farima Fatahi Bayat; Nikita Bhutani; H. V. Jagadish (NAACL-HLT, 2022)

FLEEK: Factual Error Detection and Correction with Evidence Retrieved from External Knowledge. - Farima Fatahi Bayat; Kun Qian 002; Benjamin Han; Yisi Sang; Anton Belyi; Samira Khorshidi; Fei Wu; Ihab F. Ilyas; Yunyao Li 001 (EMNLP (Demos), 2023)

Enhanced Language Model Truthfulness with Learnable Intervention and Uncertainty Expression. - Farima Fatahi Bayat; Xin Liu; H. V. Jagadish; Lu Wang 008 (ACL (Findings), 2024)

Enhancing Language Model Factuality via Activation-Based Confidence Calibration and Guided Decoding. - Xin Liu; Farima Fatahi Bayat; Lu Wang 008 (EMNLP, 2024)

LITO: Learnable Intervention for Truthfulness Optimization. - Farima Fatahi Bayat; Xin Liu; H. V. Jagadish; Lu Wang 008 (CoRR, 2024)

APE: Active Learning-based Tooling for Finding Informative Few-shot Examples for LLM-based Entity Matching. - Kun Qian 002; Yisi Sang; Farima Fatahi Bayat; Anton Belyi; Xianqi Chu; Yash Govind; Samira Khorshidi; Rahul Khot; Katherine Luna; Azadeh Nikfarjam; Xiaoguang Qi; Fei Wu; et al. (CoRR, 2024)

FactBench: A Dynamic Benchmark for In-the-Wild Language Model Factuality Evaluation. - Farima Fatahi Bayat; Lechen Zhang; Sheza Munir; Lu Wang 008 (ACL (1), 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 008 (CoRR, 2025)