neulab / knn-transformers

PyTorch + HuggingFace code for RetoMaton: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022), including an implementation of kNN-LM and kNN-MT

Date Created 2022-07-06 (2 years ago)

Commits 33 (last one 2 years ago)

Stargazers 271 (0 this week)

Watchers 4 (0 this week)

Forks 24

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RepositoryStats indexes 622,269 repositories, of these neulab/knn-transformers is ranked #149,275 (76th percentile) for total stargazers, and #383,648 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #26,344/126,223.

neulab/knn-transformers is also tagged with popular topics, for these it's ranked: pytorch (#2,105/6166), transformers (#310/888), language (#299/760), translation (#231/672), huggingface (#124/408)

Other Information

neulab/knn-transformers has 2 open pull requests on Github, 1 pull request has been merged over the lifetime of the repository.

Github issues are enabled, there are 5 open issues and 11 closed issues.

All Topics

knn knnlm knnmt knn-lm knn-mt models machine nearest pytorch language neighbor retomaton huggingface translation transformers neuro-symbolic language-models knn-transformers nearest-neighbor

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

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The only known language in this repository is Python

updated: 2025-02-05 @ 11:14am, id: 511270617 / R_kgDOHnle2Q