https://github.com/hungreeee/reranker-encoders
TinyBERT-based bi-encoder, cross-encoder, and poly-encoder trained on MS MACRO for passage re-ranking
https://github.com/hungreeee/reranker-encoders
cross-encoder document-ranking passage-ranking
Last synced: over 1 year ago
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TinyBERT-based bi-encoder, cross-encoder, and poly-encoder trained on MS MACRO for passage re-ranking
- Host: GitHub
- URL: https://github.com/hungreeee/reranker-encoders
- Owner: Hungreeee
- Created: 2024-06-27T03:37:03.000Z (almost 2 years ago)
- Default Branch: main
- Last Pushed: 2024-08-12T04:39:46.000Z (almost 2 years ago)
- Last Synced: 2025-01-12T04:45:25.225Z (over 1 year ago)
- Topics: cross-encoder, document-ranking, passage-ranking
- Language: Python
- Homepage:
- Size: 30.4 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Reranker-Encoders
Implementation of the Poly-encoder is taken from the paper [Poly-encoders: Transformer Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring](https://arxiv.org/pdf/1905.01969v4).