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TinyBERT-based bi-encoder, cross-encoder, and poly-encoder trained on MS MACRO for passage re-ranking

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Name		Name	Last commit message	Last commit date
Latest commit History 5 Commits
model_checkpoints/biencoder		model_checkpoints/biencoder
README.md		README.md
dataset.py		dataset.py
dataset_configs.cfg		dataset_configs.cfg
encoders.py		encoders.py
evaluate.py		evaluate.py
test.py		test.py
train.py		train.py
utils.py		utils.py

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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.

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TinyBERT-based bi-encoder, cross-encoder, and poly-encoder trained on MS MACRO for passage re-ranking

document-ranking cross-encoder passage-ranking

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