Farima Fatahi Bayat

1. FactBench: A Dynamic Benchmark for In-the-Wild Language Model Factuality Evaluation
   2024/10/29 by Farima Fatahi Bayat, Bayat, Farima Fatahi, Lechen Zhang +5 · 10 citations
   Computer Science · Decision Sciences · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #Data Quality and Management #FOS: Computer and information sciences #Topic Modeling
2. FLEEK: Factual Error Detection and Correction with Evidence Retrieved from External Knowledge
   2023/10/26 by Farima Fatahi Bayat, Kun Qian, Bayat, Farima Fatahi +15 · 5 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
3. Enhancing Language Model Factuality via Activation-Based Confidence Calibration and Guided Decoding
   2024/06/19 by Xin Liu, Liu, Xin, Farima Fatahi Bayat +3 · 6 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
4. APE: Active Learning-based Tooling for Finding Informative Few-shot Examples for LLM-based Entity Matching
   2024/07/29 by Kun Qian, Yisi Sang, Qian, Kun +25 · 1 citation
   Computer Science · Decision Sciences · #Natural Language Processing Techniques #Data Quality and Management #Topic Modeling