csinva / interpretable-embeddings

Interpretable text embeddings by asking LLMs yes/no questions (NeurIPS 2024)

Date Created 2024-05-07 (10 months ago)

Commits 189 (last one 10 months ago)

Stargazers 37 (0 this week)

Watchers 3 (0 this week)

Forks 2

License unknown

Ranking

RepositoryStats indexes 632,768 repositories, of these csinva/interpretable-embeddings is ranked #562,742 (11th percentile) for total stargazers, and #417,530 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #112,327/129,079.

csinva/interpretable-embeddings is also tagged with popular topics, for these it's ranked: ai (#4,078/4854), llm (#2,976/3562), artificial-intelligence (#2,045/2276), neural-network (#1,076/1138), transformer (#975/1074), rag (#589/686), language-model (#490/544), huggingface (#334/415), embeddings (#334/381), retrieval-augmented-generation (#192/229), neuroscience (#177/188)

Other Information

Homepage URL: https://arxiv.org/abs/2405.16714

All Topics

ai llm rag xai fmri embeddings huggingface transformer neuroscience explainability language-model neural-network encoding-models artificial-intelligence retrieval-augmented-generation

Star History

Github stargazers over time

Watcher History

Github watchers over time, collection started in '23

Recent Commit History

189 commits on the default branch (master) since jan '22

Yearly Commits

Commits to the default branch (master) per year

Issue History

No issues have been posted

Languages

The primary language is Python but there's also others...

updated: 2025-03-01 @ 06:27am, id: 797452828 / R_kgDOL4gqHA