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xhluca authored Oct 31, 2024
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## Acknowledgement

* The central idea behind the scoring mechanism in this library is originally from [bm25_pt](https://github.com/jxmorris12/bm25_pt), which was a major inspiration to this project.
* The API of the [`BM25` class](https://github.com/xhluca/bm25s/blob/main/bm25s/__init__.py) is also heavily inspired by the design of BM25-pt, as well as that of rank-bm25.
* The multilingual stopwords are sourced from the [NLTK stopwords lists](https://github.com/nltk/nltk/blob/96ee715997e1c8d9148b6d8e1b32f412f31c7ff7/nltk/corpus/__init__.py#L315).
* The numba implementation are inspired by numba implementations originally proposed by [baguetter](https://github.com/mixedbread-ai/baguetter) and [retriv](https://github.com/AmenRa/retriv).
* The function `bm25s.utils.beir.evaluate` is taken from the [BEIR library](https://github.com/beir-cellar/beir). It follows the same license as the BEIR library, which is Apache 2.0.
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