Dense Passage Retrieval for Open-Domain Question Answering: Difference between revisions
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= Presented by = | |||
Nicole Yan | Nicole Yan | ||
= Introduction = | |||
= Background = | |||
= Dense Passage Retriever = | |||
== Model Architecture Overview == | |||
= | == Training == | ||
= | = Datasets = | ||
= | = Retrieval Performance Evaluation = | ||
== Main Results == | |||
== Ablation Study on Model Training == | |||
= Experiments: Question Answering = | |||
= Conclusion = | |||
= Critiques = | |||
= References = | |||
[1] Vladimir Karpukhin, Barlas Oğuz, Sewon Min, Patrick Lewis, Ledell Wu, Sergey Edunov, Danqi Chen, Wen-tau Yih. Dense Passage Retrieval for Open-Domain Question Answering. EMNLP 2020. | [1] Vladimir Karpukhin, Barlas Oğuz, Sewon Min, Patrick Lewis, Ledell Wu, Sergey Edunov, Danqi Chen, Wen-tau Yih. Dense Passage Retrieval for Open-Domain Question Answering. EMNLP 2020. | ||
Revision as of 00:21, 14 November 2020
Presented by
Nicole Yan
Introduction
Background
Dense Passage Retriever
Model Architecture Overview
Training
Datasets
Retrieval Performance Evaluation
Main Results
Ablation Study on Model Training
Experiments: Question Answering
Conclusion
Critiques
References
[1] Vladimir Karpukhin, Barlas Oğuz, Sewon Min, Patrick Lewis, Ledell Wu, Sergey Edunov, Danqi Chen, Wen-tau Yih. Dense Passage Retrieval for Open-Domain Question Answering. EMNLP 2020.