zjunlp/Prompt4ReasoningPapers
[ACL 2023] Reasoning with Language Model Prompting: A Survey
This project compiles and organizes a comprehensive list of academic papers focusing on how to make large language models (LLMs) better at reasoning through prompting. It provides an overview of different prompting strategies and techniques, acting as a curated bibliography. Researchers, academics, and students in natural language processing or artificial intelligence would use this to stay updated on the latest advancements and foundational works in LLM reasoning.
999 stars. No commits in the last 6 months.
Use this if you are a researcher or student looking for a structured collection of papers on improving language model reasoning through prompt engineering.
Not ideal if you are looking for an executable tool or code to directly apply reasoning techniques with LLMs.
Stars
999
Forks
68
Language
—
License
MIT
Category
Last pushed
May 21, 2025
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/prompt-engineering/zjunlp/Prompt4ReasoningPapers"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
kyegomez/tree-of-thoughts
Plug in and Play Implementation of Tree of Thoughts: Deliberate Problem Solving with Large...
spcl/graph-of-thoughts
Official Implementation of "Graph of Thoughts: Solving Elaborate Problems with Large Language Models"
kyegomez/the-compiler
Seed, Code, Harvest: Grow Your Own App with Tree of Thoughts!
atfortes/Awesome-LLM-Reasoning
From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 🍓
habedi/cogitator
A Python toolkit for chain-of-thought prompting 🐍