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GitHub - saffsd/langid.js: An off-the-shelf client-side language identification module for JavaScript.
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An off-the-shelf client-side language identification module for JavaScript.
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saffsd/langid.js
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Introduction ------------ `langid.js` is a direct port of the language identifier implemented by `langid.py`. The theory behind the method is described in two published research papers [1,2]. `langid.js` does not implement the training of the model, and instead provides a tool `ldpy2ldjs.py` to convert models trained with the langid.py training tools. Demonstration ------------- Open `demo.html` in a browser. `langid.js` uses TypedArrays so a browser that supports them is required. Usage ----- The models and the actual classifier are distributed as two separate javascript files, and both must be included in a page for the `langid.js` to work. In this repository, I initially provide `langid-model-acquis.js`, a toy 4-language model based on only JRC-Acquis data, useful for testing and development purposes, as well as `langid-model-full.js`, the same model that is packaged by default with `langid.py`. References ---------- [1] https://aclweb.org/anthology-new/I/I11/I11-1062.pdf [2] https://www.aclweb.org/anthology/P/P12/P12-3005.pdf
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