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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 4441–4450 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Co-Training for Topic Classification of Scholarly Data	Sep 1, 2015	ClassificationGeneral Classification	—Unverified	0	0
Counterfactual Learning To Rank for Utility-Maximizing Query Autocompletion	Apr 22, 2022	counterfactualInformation Retrieval	—Unverified	0	0
Counting What Counts: Decompounding for Keyphrase Extraction	Jul 1, 2015	ChunkingInformation Retrieval	—Unverified	0	0
Coupled intrinsic and extrinsic human language resource-based query expansion	Apr 23, 2020	Information RetrievalLanguage Modeling	—Unverified	0	0
Coupling Knowledge-Based and Data-Driven Systems for Named Entity Recognition	Apr 1, 2012	Information Retrievalnamed-entity-recognition	—Unverified	0	0
COVID-19 Knowledge Graph: Accelerating Information Retrieval and Discovery for Scientific Literature	Jul 24, 2020	ArticlesInformation Retrieval	—Unverified	0	0
CPN-CORE: A Text Semantic Similarity System Infused with Opinion Knowledge	Jun 1, 2013	Graph MatchingInformation Retrieval	—Unverified	0	0
Crafting the Path: Robust Query Rewriting for Information Retrieval	Jul 17, 2024	Information RetrievalRetrieval	—Unverified	0	0
Creating a Gold Standard Corpus for the Extraction of Chemistry-Disease Relations from Patent Texts	May 1, 2014	Information RetrievalNamed Entity Recognition (NER)	—Unverified	0	0
Creating a Novel Geolocation Corpus from Historical Texts	Aug 1, 2016	Information Retrieval	—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