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reasoning model
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REASONING EFFORT AND PROBLEM COMPLEXITY:A SCALING ANALYSIS IN LLMS (25.03) 논문 리뷰AI/NLP 2025. 7. 19. 19:06
"Reasoning Effort and Problem Complexity: A Scaling Analysis in LLMs" 논문 분석논문 기본 정보제목: Reasoning Effort and Problem Complexity: A Scaling Analysis in LLMs저자: Benjamin Estermann, Roger Wattenhofer (ETH Zurich)발표: ICLR 2025 Workshop on Reasoning and Planning for LLMsarXiv: 2503.15113 (2025.03)핵심 연구 질문"문제 복잡도가 증가할 때 LLM의 추론 노력(reasoning effort)이 어떻게 스케일링되는가?"실험 설계: Tents Puzzle왜 Tents Puzzle을 선택했나?..