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gpl
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gpl

Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval" https://arxiv.org/abs/2112.07577

by UKPLab · GitHub
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bertdomain-adaptationinformation-retrievalApache-2.0Python
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Train a model to improve search results using only unlabeled data from your target domain.

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2026-07-202026-08-31
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Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval" https://arxiv.org/abs/2112.07577

gpl has 343 stars on GitHub. It has been forked 38 times. gpl is written mainly in Python. It has been in active development since 2021. gpl is available under the Apache-2.0 license. Its main topics are bert, domain-adaptation, information-retrieval, nlp.

Frequently asked questions

What is gpl?

Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval" https://arxiv.org/abs/2112.07577

Is gpl open source?

gpl is an open-source project. It is released under the Apache-2.0 license.

Is gpl free?

Yes. gpl is free and open source — you can use, modify and self-host it.

What license does gpl use?

gpl is available under the Apache-2.0 license.

What language is gpl written in?

gpl is written mainly in Python.

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