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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 2501–2510 of 4740 papers

Title	Date	Tasks	Status	Hype
TWINA at SemEval-2017 Task 4: Twitter Sentiment Analysis with Ensemble Gradient Boost Tree Classifier	Aug 1, 2017	ClassificationGeneral Classification	—Unverified	0
Twitter Paraphrase Identification with Simple Overlap Features and SVMs	Jun 1, 2015	Information RetrievalMachine Translation	—Unverified	0
Twitter Translation using Translation-Based Cross-Lingual Retrieval	Jun 1, 2012	Domain AdaptationInformation Retrieval	—Unverified	0
Twitter Universal Dependency Parsing for African-American and Mainstream American English	Jul 1, 2018	Dependency ParsingInformation Retrieval	—Unverified	0
Two approaches for integrating translation and retrieval in real applications	Apr 1, 2012	Information RetrievalMachine Translation	—Unverified	0
Two Database Resources for Processing Social Media English Text	May 1, 2012	Information RetrievalMachine Translation	—Unverified	0
Two-Layer Generalization Analysis for Ranking Using Rademacher Average	Dec 1, 2010	Generalization BoundsInformation Retrieval	—Unverified	0
Two LRL \& Distractor Corpora from Web Information Retrieval and a Small Case Study in Language Identification without Training Corpora	May 1, 2020	Information RetrievalLanguage Identification	—Unverified	0
Two-Stage Document Length Normalization for Information Retrieval	Feb 15, 2015	Information RetrievalRetrieval	—Unverified	0
Two-Stage Hashing for Fast Document Retrieval	Jun 1, 2014	Image RetrievalInformation Retrieval	—Unverified	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