https://github.com/ukplab/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
https://github.com/ukplab/gpl
bert domain-adaptation information-retrieval nlp transformers vector-search
Last synced: 4 months ago
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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
- Host: GitHub
- URL: https://github.com/ukplab/gpl
- Owner: UKPLab
- License: apache-2.0
- Created: 2021-12-14T16:14:03.000Z (almost 4 years ago)
- Default Branch: main
- Last Pushed: 2023-07-06T09:58:34.000Z (over 2 years ago)
- Last Synced: 2025-06-18T03:09:27.188Z (4 months ago)
- Topics: bert, domain-adaptation, information-retrieval, nlp, transformers, vector-search
- Language: Python
- Homepage:
- Size: 402 KB
- Stars: 334
- Watchers: 5
- Forks: 37
- Open Issues: 27
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Metadata Files:
- Readme: README.md
- License: LICENSE