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Samples of reasoning LLM outputs for star rating estimations

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Figshare2025-09-13 更新2026-04-28 收录
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Samples of reasoning LLM outputs for star rating estimations for reviews from https://huggingface.co/datasets/McAuley-Lab/Amazon-Reviews-2023 dataset in the category electronics.Considered reasoning LLMs:deepseek-r1-distill (70b)gpt-oss-20b with medium reasoning effortgpt-oss-20b with high reasoning effortgpt-oss-120b with medium reasoning effortgpt-oss-120b with high reasoning effortThe samples containreview titles and textsthinking process outputsstar rating estimations by the reasoning LLMextracted features from the thinking process.

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2025-09-13
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