Farima Fatahi Bayat
Farima Fatahi Bayat has 2 papers in our library, in 2025–2026, most of them on Language models & pretraining, Evaluation & benchmarks, Reasoning; often with Lechen Zhang, Lu Wang, Muhammad Khalifa.
OpenAlex · ORCID · h-index 4 · 25 works · 29 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 16 times in our library · ⭐ Paper Stars ranking: #9207
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 3Research subjects and languages the work is about.Evaluation & benchmarks · 1 workLanguage models & pretraining · 1 workReasoning · 1 work
Works by year
2020s
Papers
- FactBench: A Dynamic Benchmark for In-the-Wild Language Model Factuality Evaluation (2025 · 16 citations)
Existing long-form factuality benchmarks are fixed snapshots, which exposes them to data contamination. They also cover narrow scenarios, such as biographies or LM-written questions, rather than what real users ask. The authors address this by mining in-the-wild prompts from LMSYS-Chat-1M. They cluster the prompts… - Logit Arithmetic Elicits Long Reasoning Capabilities Without Training (2026 · 2 citations)
Large reasoning models acquire long chain-of-thought behaviours, such as backtracking and self-checking, through costly post-training.
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2025
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Cited by
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