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 11 months ago)

Stargazers 65 (0 this week)

Watchers 3 (0 this week)

Forks 7

License unknown

Ranking

RepositoryStats indexes 565,600 repositories, of these richawo/chain-of-density is ranked #378,856 (33rd percentile) for total stargazers, and #413,967 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #71,030/111,362.

richawo/chain-of-density is also tagged with popular topics, for these it's ranked: python (#15,777/21424), ai (#2,364/3591), llm (#1,664/2465), openai (#1,300/2046)

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: 2024-09-11 @ 04:58am, id: 693881022 / R_kgDOKVvIvg