One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL

Hyungjoo Chae, Dongjin Kang, Jihyuk Kim, Beong-woo Kwak, Sunghyun Park, Haeju Park, Jinyoung Yeo, Moontae Lee, Kyungjae Lee. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 6: Industry Track). 2025.

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Publication Details

Published
2025-01-01
DOI
https://doi.org/10.18653/v1/2025.acl-industry.85
Primary Topic
Natural Language Processing Techniques
Type
article
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article

One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL

Dong-Jin Kang, Moontae Lee, Haeju Park, Jinyoung Yeo et al.
Natural Language Processing Techniques
article

One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL

Dong-Jin Kang, Moontae Lee, Haeju Park, Jinyoung Yeo, Sunghyun Park, Hyungjoo Chae, Kyungjae Lee, Beong-woo Kwak
article en

Abstract

Hyungjoo Chae, Dongjin Kang, Jihyuk Kim, Beong-woo Kwak, Sunghyun Park, Haeju Park, Jinyoung Yeo, Moontae Lee, Kyungjae Lee. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 6: Industry Track). 2025.

Openalex Percentile: Top 90%
Natural Language Processing Techniques
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One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL — Dong-Jin Kang, Moontae Lee, et al. · (2025) | TGRS Research Map | TGRS