KO
05 Feb 2025
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Paper Review
Latent Reasoning
Token Compression
Supervised Fine-Tuning
이번 글에서는 Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning 논문의 핵심 포인트만 간단히 정리한다. 2025년 2월 5일(Arxiv), 42nd International Conference on Machine Learning, PMLR 267, 2025 Su, DiJia, Zhu, Hanlin, Xu, Yingchen, Jiao, Jiantao, Tian, Yuandong, Zheng, Qinqing. Meta AI, UC Berkeley, UCL 논문 링크...
EN
05 Feb 2025
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Paper Review
Reasoning
Reinforcement Learning With Verifiable Rewards
Reward Design
Supervised Fine-Tuning
This article explains the key points of Demystifying Long Chain-of-Thought Reasoning in LLMs. 2025-02-05 (arXiv) Yeo, Edward, Tong, Yuxuan, Niu, Morry, Neubig, Graham, Yue, Xiang. IN.AI, Tsinghua University, Carnegie Mellon University Paper Github Read this article in Korean Summary Training large language models (LLMs) to produce long chains-of-thought (CoTs), extended...
KO
05 Feb 2025
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Paper Review
Reasoning
Reinforcement Learning With Verifiable Rewards
Reward Design
Supervised Fine-Tuning
이번 글에서는 Demystifying Long Chain-of-Thought Reasoning in LLMs 논문의 핵심 포인트만 간단히 정리한다. 2025년 2월 5일(Arxiv) Yeo, Edward, Tong, Yuxuan, Niu, Morry, Neubig, Graham, Yue, Xiang. IN.AI, Tsinghua University, Carnegie Mellon University 논문 링크 Github 영문판 보기 요약 대규모 언어 모델(LLM)이 대안을 탐색하고 오류를 수정하는 긴 추론 과정인 long chains-of-thought(CoTs)를...
EN
31 Jan 2025
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Paper Review
Test-Time Scaling
Data Curation
Supervised Fine-Tuning
This article explains the key points of s1: Simple test-time scaling. 2025-01-31 (arXiv) Muennighoff, Niklas, Yang, Zitong, Shi, Weijia, Li, Xiang Lisa, Fei-Fei, Li, Hajishirzi, Hannaneh, Zettlemoyer, Luke, Liang, Percy, Candès, Emmanuel, Hashimoto, Tatsunori. Stanford University, University of Washington, Seattle, Allen Institute for AI, Contextual AI Paper Read this article...
KO
31 Jan 2025
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Paper Review
Test-Time Scaling
Data Curation
Supervised Fine-Tuning
이번 글에서는 s1: Simple test-time scaling 논문의 핵심 포인트만 간단히 정리한다. 2025년 1월 31일(Arxiv) Muennighoff, Niklas, Yang, Zitong, Shi, Weijia, Li, Xiang Lisa, Fei-Fei, Li, Hajishirzi, Hannaneh, Zettlemoyer, Luke, Liang, Percy, Candès, Emmanuel, Hashimoto, Tatsunori. Stanford University, University of Washington, Seattle, Allen Institute for AI, Contextual AI 논문 링크 영문판...