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AI Probabilistic Reasoning
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AI Probabilistic Reasoning

Creator
Creator
Seonglae Cho
Created
Created
2024 Oct 23 23:26
Editor
Editor
Seonglae Cho
Edited
Edited
2025 Feb 1 16:23
Refs
Refs
Statistical Thinking
 
 
 
 
 
LLM에 실제 데이터와 간단한 통계 정보를 제공했을 때 성능이 크게 향상됨
Evaluating and enhancing probabilistic reasoning in language models
Language models are capable of remarkably complex linguistic tasks. However, numerical reasoning is an area in which they frequently struggle. We systematically evaluate the probabilistic reasoning capabilities of LLMs and show that they can make more accurate inferences about distributions aided by the incorporation of real-world context and simplified assumptions.
Evaluating and enhancing probabilistic reasoning in language models
https://research.google/blog/evaluating-and-enhancing-probabilistic-reasoning-in-language-models/
Evaluating and enhancing probabilistic reasoning in language models
 
 

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AI Probabilistic Reasoning
Copyright Seonglae Cho