OpenCodePapers

passage-retrieval-on-natural-questions

Information RetrievalPassage Retrieval
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PaperCodePrecision@100Precision@20ModelNameReleaseDate
Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single Transformer✓ Link90.4086.00ReAtt2022-12-05
Domain-matched Pre-training Tasks for Dense Retrieval✓ Link89.2284.68DPR-PAQ2021-07-28
Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One?✓ Link88.8SPAR2021-10-13
RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering✓ Link88.582.7RocketQA2020-10-16
R2-D2: A Modular Baseline for Open-Domain Question Answering✓ Link88.2585.26DPR+ELECTRA-large-extreader-reranker2021-09-08
R2-D2: A Modular Baseline for Open-Domain Question Answering✓ Link88.0384.46DPR+RoBERTa-base-crossencoder-reranker2021-09-08
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval✓ Link87.581.9ANCE2020-07-01
Dense Passage Retrieval for Open-Domain Question Answering✓ Link8679.4DPR2020-04-10
Generation-Augmented Retrieval for Open-domain Question Answering✓ Link79.664.2BM25+RM32020-09-17
Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation✓ LinkDAR2022-03-15
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