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Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4571–4580 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
DE-PACRR: Exploring Layers Inside the PACRR Model	Jun 27, 2017	Ad-Hoc Information RetrievalInformation Retrieval	—Unverified	0	0
Dependencies: Formalising Semantic Catenae for Information Retrieval	Sep 12, 2017	Information RetrievalRetrieval	—Unverified	0	0
Dependency Parsing for Identifying Hungarian Light Verb Constructions	Oct 1, 2013	Dependency ParsingInformation Retrieval	—Unverified	0	0
Deployment of a Free-Text Analytics Platform at a UK National Health Service Research Hospital: CogStack at University College London Hospitals	Aug 15, 2021	Information RetrievalRetrieval	—Unverified	0	0
Derivational Smoothing for Syntactic Distributional Semantics	Aug 1, 2013	Information RetrievalLanguage Modelling	—Unverified	0	0
Description Logics based Formalization of Wh-Queries	Dec 25, 2013	Information RetrievalQuestion Answering	—Unverified	0	0
Designing a Generic Scheme for Etymological Annotation: a New Type of Language Corpora Annotation	Oct 1, 2013	Information RetrievalPart-Of-Speech Tagging	—Unverified	0	0
Designing and Evaluating a Reliable Corpus of Web Genres via Crowd-Sourcing	May 1, 2014	Information RetrievalMachine Translation	—Unverified	0	0
Designing Interfaces for Multimodal Vector Search Applications	Sep 18, 2024	Information RetrievalRetrieval	—Unverified	0	0
Design Theory to improve health evidence retrieval	Nov 10, 2021	Information RetrievalManagement	—Unverified	0	0

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All datasets BSARD MS MARCO CQADupStack TREC-PM Amazon MSLR WEB30K MSMARCO MTEB News Headlines Ohsumed

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Two-tower Bi-Encoder (RoBERTa)	Recall@100	74.78	—	Unverified
2	Siamese Bi-Encoder (RoBERTa)	Recall@100	71.63	—	Unverified
3	BM25	Recall@100	51.33	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	RetroMAE v2	MRR@10	42.58	—	Unverified
2	ConAE-256	Time (ms)	0.33	—	Unverified
3	ConAE-128	Time (ms)	0.32	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SGPT-BE-5.8B	mAP@100	0.16	—	Unverified
2	TSDAE	mAP@100	0.15	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	hpipubcommon	infNDCG	0.56	—	Unverified
2	hpictall	infNDCG	0.55	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MIND	HR@30	0.32	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Distilled Network	nDCG@10	0.53	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	RetroMAE	MRR@10	0.42	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SGPT-5.8B-msmarco	nDCG@10	50.25	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Information Retrieval + SVM	1:1 Accuracy	83.79	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BERT+CONCEPT FILTER	NDCG	0.25	—	Unverified