zjunlp/Prompt4ReasoningPapers resource

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1006 stars · 68 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated paper list accompanying an ACL 2023 survey on reasoning with language model prompting. It organizes research on prompt engineering, process optimization, and external engines for LLM reasoning tasks.

Use cases

• find papers on chain-of-thought prompting
• survey of LLM reasoning techniques
• learn about prompting strategies for arithmetic reasoning
• research on commonsense and symbolic reasoning with language models
• reading list for prompt engineering research
• find datasets for evaluating LLM reasoning

When to choose

• you need a comprehensive, categorized bibliography of LLM reasoning papers
• you are starting research on prompting and reasoning in language models
• you want a survey plus tutorial to learn the field quickly

When to avoid

• you need runnable code or a software library rather than a paper list
• you want up-to-the-minute papers outside the survey's scope

Facets

learning-resource · maturity active

prompt-engineering nlp llm-inference artificial-intelligence large-language-models tutorials awesome-lists cross-platform paper-list survey chain-of-thought reasoning llm arithmetic-reasoning commonsense-reasoning symbolic-reasoning logical-reasoning natural-language-processing

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markdown · JSON · MCP: product_card(name="zjunlp/Prompt4ReasoningPapers")