microsoft / monitors4codegen

Code and Data artifact for NeurIPS 2023 paper - "Monitor-Guided Decoding of Code LMs with Static Analysis of Repository Context". `multispy` is a lsp client library in Python intended to be used to build applications around language servers.

Date Created 2023-11-04 (about a year ago)

Commits 38 (last one 3 months ago)

Stargazers 205 (0 this week)

Watchers 7 (0 this week)

Forks 28

License mit

Ranking

RepositoryStats indexes 584,353 repositories, of these microsoft/monitors4codegen is ranked #175,715 (70th percentile) for total stargazers, and #269,279 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #31,105/116,326.

microsoft/monitors4codegen is also tagged with popular topics, for these it's ranked: ai (#1,444/3879), llm (#1,104/2726), artificial-intelligence (#826/2061), dataset (#348/1138), large-language-models (#447/1045), transformer (#404/1000), code-generation (#139/370), language-server-protocol (#83/151)

Other Information

microsoft/monitors4codegen has 3 open pull requests on Github, 12 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 5 open issues and 3 closed issues.

Homepage URL: https://www.microsoft.com/en-us/research/publication/guiding-language-models-of-code-with-global-context-using-monitors/

All Topics

ai llm lsp ai4code codegen dataset neurips lsp-client transformer neurips-2023 code-analysis code-completion code-generation program-synthesis large-language-models language-server-client artificial-intelligence huggingface-transformers language-server-protocol

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

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Languages

The only known language in this repository is Python

updated: 2024-11-18 @ 04:43am, id: 714439630 / R_kgDOKpV7zg