arXiv:2501.12948 — DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

arXiv:2501.12948. v1 submitted 2025-01-22. Title on the /abs/ page confirmed as: "DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning". Venue/year for the corresponding paper record come from the Semantic Scholar graph API; see that record's notes where the arXiv comment field or OpenReview was used instead. Nature 2025 publisher deposit confirmed via Crossref DOI 10.1038/s41586-025-09422-z and https://www.nature.com/articles/s41586-025-09422-z ('DeepSeek-R1 incentivizes reasoning in LLMs through reinforcement learning', Nature volume 645, pages 633-638 (2025)).