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RTLC -- Research, Teach-to-Learn, Critique: A three-stage prompting paradigm inspired by the Feynman Learning Technique that lifts LLM-as-judge accuracy on JudgeBench with no fine-tuning

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Published in:ArXiv cs.CL Recent Papers
Format: Online Article RSS Article
Published: 2026
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spellingShingle RTLC -- Research, Teach-to-Learn, Critique: A three-stage prompting paradigm inspired by the Feynman Learning Technique that lifts LLM-as-judge accuracy on JudgeBench with no fine-tuning
ArXiv cs.CL Recent Papers
Civil & Construction
Engineering & Technology
sub_discipline_display Civil & Construction
sub_discipline_facet Civil & Construction
subject_display ArXiv cs.CL Recent Papers
Civil & Construction
Engineering & Technology
ArXiv cs.CL Recent Papers
Civil & Construction
Engineering & Technology
subject_facet ArXiv cs.CL Recent Papers
Civil & Construction
Engineering & Technology
title RTLC -- Research, Teach-to-Learn, Critique: A three-stage prompting paradigm inspired by the Feynman Learning Technique that lifts LLM-as-judge accuracy on JudgeBench with no fine-tuning
title_auth RTLC -- Research, Teach-to-Learn, Critique: A three-stage prompting paradigm inspired by the Feynman Learning Technique that lifts LLM-as-judge accuracy on JudgeBench with no fine-tuning
title_full RTLC -- Research, Teach-to-Learn, Critique: A three-stage prompting paradigm inspired by the Feynman Learning Technique that lifts LLM-as-judge accuracy on JudgeBench with no fine-tuning
title_fullStr RTLC -- Research, Teach-to-Learn, Critique: A three-stage prompting paradigm inspired by the Feynman Learning Technique that lifts LLM-as-judge accuracy on JudgeBench with no fine-tuning
title_full_unstemmed RTLC -- Research, Teach-to-Learn, Critique: A three-stage prompting paradigm inspired by the Feynman Learning Technique that lifts LLM-as-judge accuracy on JudgeBench with no fine-tuning
title_short RTLC -- Research, Teach-to-Learn, Critique: A three-stage prompting paradigm inspired by the Feynman Learning Technique that lifts LLM-as-judge accuracy on JudgeBench with no fine-tuning
title_sort rtlc -- research, teach-to-learn, critique: a three-stage prompting paradigm inspired by the feynman learning technique that lifts llm-as-judge accuracy on judgebench with no fine-tuning
topic ArXiv cs.CL Recent Papers
Civil & Construction
Engineering & Technology
url https://arxiv.org/abs/2605.13695v1