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Passage Retrieval

Passage retrieval is a specialized type of IR application that retrieves relevant passages (or pieces of text) rather than an entire ranked set of documents.

Papers

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Showing 21–30 of 268 papers

Title	Date	Tasks	Status	Hype
Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus Covering the 2002 Gujarat Violence	May 27, 2021	ArticlesDocument Ranking	CodeCode Available	1
CoRT: Complementary Rankings from Transformers	Oct 20, 2020	Information RetrievalPassage Retrieval	CodeCode Available	1
Curriculum Learning for Dense Retrieval Distillation	Apr 28, 2022	Knowledge DistillationPassage Retrieval	CodeCode Available	1
DAPR: A Benchmark on Document-Aware Passage Retrieval	May 23, 2023	ArticlesPassage Retrieval	CodeCode Available	1
Dense Passage Retrieval for Open-Domain Question Answering	Apr 10, 2020	Open-Domain Question AnsweringPassage Retrieval	CodeCode Available	1
Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval	Apr 18, 2021	BIG-bench Machine LearningDomain Adaptation	CodeCode Available	1
Drop your Decoder: Pre-training with Bag-of-Word Prediction for Dense Passage Retrieval	Jan 20, 2024	DecoderPassage Retrieval	CodeCode Available	1
Asyncval: A Toolkit for Asynchronously Validating Dense Retriever Checkpoints during Training	Feb 25, 2022	GPUNatural Questions	CodeCode Available	1
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval	Jul 1, 2020	Contrastive LearningPassage Retrieval	CodeCode Available	1
Aggretriever: A Simple Approach to Aggregate Textual Representations for Robust Dense Passage Retrieval	Jul 31, 2022	Knowledge DistillationLanguage Modeling	CodeCode Available	1

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