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 70 (0 this week)

Watchers 4 (0 this week)

Forks 8

License unknown

Ranking

RepositoryStats indexes 595,856 repositories, of these richawo/chain-of-density is ranked #374,828 (37th percentile) for total stargazers, and #377,401 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #71,111/119,431.

richawo/chain-of-density is also tagged with popular topics, for these it's ranked: python (#15,654/22324), ai (#2,570/4073), llm (#1,902/2913), openai (#1,377/2250)

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: 2024-12-14 @ 05:05am, id: 693881022 / R_kgDOKVvIvg