Difference between revisions of "Dense Passage Retrieval for Open-Domain Question Answering"

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== Presented by ==  
+
= Presented by =
 
Nicole Yan
 
Nicole Yan
  
== Introduction ==  
+
= Introduction =
  
  
== Background ==  
+
= Background =
  
  
== Dense Passage Retriever ==  
+
= Dense Passage Retriever =
  
 +
== Model Architecture Overview ==
  
= Model Architecture Overview =
+
== Training ==
  
= Training =
+
= Datasets =
  
== Experimental Setup ==
+
= Retrieval Performance Evaluation =
  
 +
== Main Results ==
  
 +
== Ablation Study on Model Training ==
  
 +
= Experiments: Question Answering =
  
== Conclusion ==
+
= Conclusion =
  
== Critiques ==
+
= Critiques =
  
== References ==
+
= 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.