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SOTA
Passage Retrieval
Passage Retrieval On Natural Questions
Passage Retrieval On Natural Questions
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이 벤치마크에서 각 모델의 성능 결과
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모델 이름
Paper Title
Repository
DAR
Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation
DPR+RoBERTa-base-crossencoder-reranker
R2-D2: A Modular Baseline for Open-Domain Question Answering
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ReAtt
Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single Transformer
DPR+ELECTRA-large-extreader-reranker
R2-D2: A Modular Baseline for Open-Domain Question Answering
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BM25+RM3
Generation-Augmented Retrieval for Open-domain Question Answering
DPR
Dense Passage Retrieval for Open-Domain Question Answering
RocketQA
RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering
SPAR
Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One?
ANCE
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval
DPR-PAQ
Domain-matched Pre-training Tasks for Dense Retrieval
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