# Timothyxxx/Chain-of-ThoughtsPapers

A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".

Repository: https://github.com/Timothyxxx/Chain-of-ThoughtsPapers
Canonical: https://ross.abutalabs.com/products/chain-of-thoughtspapers
License Family: other
Topics: chain-of-thought, large-language-models, prompt-learning, palm, codex, gpt-3, in-context-learning
Archived: true
Last push: 2023-10-05T04:47:20+00:00

## Health v2 (maintenance only)
Score: 10/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 0, release rhythm 35, longevity 100
- inputs: {"age_days": 1610, "days_push": 1063, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, archived, no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 2104, forks 142 (observed 2026-08-28T04:06:13.798549+00:00)

## What it is
A curated paper list tracking the chain-of-thought prompting research trend that started with 'Chain of Thought Prompting Elicits Reasoning in Large Language Models'. It collects papers on reasoning, self-consistency, and in-context learning in large language models.

## Use cases
- find papers on chain-of-thought prompting
- research reasoning in large language models
- learn about in-context learning techniques
- survey prompt engineering literature
- track self-consistency and reasoning methods for LLMs

## When to choose
- you want a curated reading list on chain-of-thought and LLM reasoning research
- you are surveying prompt engineering and in-context learning literature

## When to avoid
- you need runnable code or a library rather than a paper list
- you need up-to-date coverage after 2023

## Facets
- artifact type: learning-resource
- maturity: maintenance
- function: prompt-engineering, nlp
- domain: large-language-models, artificial-intelligence, tutorials
- platform: -
- tags: awesome-list, chain-of-thought, papers, in-context-learning, reasoning

## Member repositories
- Timothyxxx/Chain-of-ThoughtsPapers (main) score 10

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:06:13.798549+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T02:54:12.664913+00:00, confidence not recorded.
  - readme: https://github.com/Timothyxxx/Chain-of-ThoughtsPapers (fetched 2026-08-28T04:06:13.798549+00:00, sha 2ad0ac200ed6)
- Data as of 2026-08-30T08:39:29.467469+00:00.