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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 191–200 of 268 papers

Title	Date	Tasks	Status	Hype
Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One?	Oct 13, 2021	Open-Domain Question AnsweringPassage Retrieval	CodeCode Available	1
Mention Memory: incorporating textual knowledge into Transformers through entity mention attention	Oct 12, 2021	Claim VerificationNatural Language Understanding	CodeCode Available	0
KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering	Oct 8, 2021	Answer GenerationDecoder	—Unverified	0
Encoder Adaptation of Dense Passage Retrieval for Open-Domain Question Answering	Oct 4, 2021	Domain AdaptationOpen-Domain Question Answering	—Unverified	0
MFAQ: a Multilingual FAQ Dataset	Sep 27, 2021	Passage RetrievalRetrieval	CodeCode Available	1
Slot Filling for Biomedical Information Extraction	Sep 17, 2021	named-entity-recognitionNamed Entity Recognition	CodeCode Available	0
Simple Entity-Centric Questions Challenge Dense Retrievers	Sep 17, 2021	Data AugmentationOpen-Domain Question Answering	CodeCode Available	1
Phrase Retrieval Learns Passage Retrieval, Too	Sep 16, 2021	Entity LinkingOpen-Domain Question Answering	CodeCode Available	1
R2-D2: A Modular Baseline for Open-Domain Question Answering	Sep 8, 2021	Open-Domain Question AnsweringPassage Retrieval	CodeCode Available	1
Robust Retrieval Augmented Generation for Zero-shot Slot Filling	Aug 31, 2021	Domain AdaptationFew-Shot Learning	CodeCode Available	1

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