richawo / chain-of-density

Implementing the Chain Of Density text summarisation technique from recent NLP research by researchers at Salesforce, MIT, Columbia, etc. Takes a long text input and iteratively generates increasingly concise, entity-dense summaries using LLMs (default: OpenAI's GPT-4). Feedback and contributions welcome!

Date Created 2023-09-19 (about a year ago)

Commits 18 (last one about a year ago)

Stargazers 76 (0 this week)

Watchers 4 (0 this week)

Forks 8

License unknown

Ranking

RepositoryStats indexes 628,089 repositories, of these richawo/chain-of-density is ranked #368,247 (41st percentile) for total stargazers, and #364,438 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #70,578/127,953.

richawo/chain-of-density is also tagged with popular topics, for these it's ranked: python (#15,444/23289), ai (#2,887/4763), llm (#2,176/3476), openai (#1,450/2456)

Other Information

Homepage URL: https://chain-of-density.vercel.app

All Topics

ai llm openai poetry python summarizer summarization

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18 commits on the default branch (main) since jan '22

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updated: 2025-03-12 @ 07:48pm, id: 693881022 / R_kgDOKVvIvg