Ryo Kamoi
Ryo Kamoi has 2 papers in our library, in 2023–2024, most of them on Language models & pretraining; often with Greg Durrett, Jiawei Han, Juan Diego Rodriguez.
OpenAlex · ORCID · h-index 5 · 30 works · 189 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 158 times in our library · ⭐ Paper Stars ranking: #4349
Affiliations
Concepts, shelves and topics
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work
Works by year
2020s
Papers
- When Can LLMs Actually Correct Their Own Mistakes? A Critical Survey of Self-Correction of LLMs (2024 · 159 citations)
Studies disagree on whether large language models can fix their own errors at inference time. Some report gains from self-correction, while others find that models fail to detect or repair their mistakes. Kamoi et al. review a wide range of self-correction work, covering intrinsic prompting, external tools or… - WiCE: Real-World Entailment for Claims in Wikipedia (2023 · 109 citations)
Entailment (NLI) models are now routinely used for fact-checking, judging generated summaries and validating QA outputs.
Co-authors here
Venues
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2023
- Transactions of the Association for Computational Linguistics (TACL): Transactions of the Association for Computational Linguistics (TACL) 2024
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