Afra Feyza Akyurek
Afra Feyza Akyurek has 2 papers in our library, in 2023–2026, most of them on Reasoning; often with Anisha Gunjal, Ashwin Kalyan, Chen Bo Calvin Zhang.
OpenAlex · h-index 9 · 24 works · 241 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 68 times in our library · ⭐ Paper Stars ranking: #6884
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksPolitical Science and International Relations · 1 workSocial Sciences · 1 work
🧭 Topics 1Research subjects and languages the work is about.Reasoning · 1 work
Works by year
2020s
Papers
- RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model Outputs (2023 · 89 citations)
Large language models still make errors, and natural language critiques can help them fix their outputs. Human critiques are costly and too slow for online use. Earlier learned critique generators also assumed the downstream model could be fine-tuned, which is not possible for closed models like GPT-3 or ChatGPT.… - PRBench: Large-Scale Expert Rubrics for Evaluating High-Stakes Professional Reasoning (2026 · 7 citations)
Most LLM benchmarks reward short, checkable answers in math, science and coding. They reveal little about open-ended, high-stakes professional work. Preference arenas, the usual option for open-ended evaluation, produce noisy scores without expert grounding. The Scale AI authors address this gap with PRBench, a set…
Co-authors here
- Anisha Gunjal
- Ashwin Kalyan
- Chen Bo Calvin Zhang
- Derry Tanti Wijaya
- Ekin Akyurek
- Niket Tandon
- Peter Clark
- Vipul Gupta
Venues
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