Ramana Kumar
Ramana Kumar has 2 papers in our library, in 2018–2022, most of them on Reasoning; often with Antonia Creswell, Cezary Kaliszyk, Francis Song.
OpenAlex · ORCID · Wikidata · h-index 17 · 52 works · 1,116 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 371 times in our library · ⭐ Paper Stars ranking: #4919
Affiliations
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksApplied Mathematics · 1 workArts and Humanities · 1 workLanguage and Linguistics · 1 workMathematics · 1 workComputational Theory and Mathematics · 1 work
🧭 Topics 1Research subjects and languages the work is about.Reasoning · 2 works
Works by year
2020s
2010s
Papers
- Solving math word problems with process- and outcome-based feedback (2022 · 355 citations)
Asking language models to write out step-by-step reasoning makes them better at reasoning tasks. Once you fine-tune instead of only prompting, though, you have to decide what to reward: just the final answer (outcome-based supervision) or every intermediate step (process-based supervision). The DeepMind team behind… - TacticToe: Learning to Prove with Tactics (2018 · 57 citations)
In interactive theorem provers such as HOL4, users build proofs by applying tactics, high-level steps that transform a goal into simpler subgoals.
Co-authors here
- Antonia Creswell
- Cezary Kaliszyk
- Francis Song
- Geoffrey Irving
- Jonathan Uesato
- Josef Urban
- Lisa Wang
- Michael Norrish
- Nate Kushman
- Thibault Gauthier
Venues
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