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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 4151–4160 of 4740 papers

Title	Date	Tasks	Status	Hype
Learning to Exploit Different Translation Resources for Cross Language Information Retrieval	May 20, 2014	Information RetrievalLearning-To-Rank	—Unverified	0
Evaluating Web-as-corpus Topical Document Retrieval with an Index of the OpenDirectory	May 1, 2014	Information RetrievalMachine Translation	—Unverified	0
Multilingual Test Sets for Machine Translation of Search Queries for Cross-Lingual Information Retrieval in the Medical Domain	May 1, 2014	Cross-Lingual Information RetrievalDomain Adaptation	—Unverified	0
Co-clustering of bilingual datasets as a mean for assisting the construction of thematic bilingual comparable corpora	May 1, 2014	ClusteringInformation Retrieval	—Unverified	0
Hot Topics and Schisms in NLP: Community and Trend Analysis with Saffron on ACL and LREC Proceedings	May 1, 2014	Information RetrievalMachine Translation	—Unverified	0
VarClass: An Open-source Language Identification Tool for Language Varieties	May 1, 2014	Information RetrievalLanguage Identification	—Unverified	0
Extracting semantic relations from Portuguese corpora using lexical-syntactic patterns	May 1, 2014	Information RetrievalMachine Translation	—Unverified	0
Exploring the utility of coreference chains for improved identification of personal names	May 1, 2014	Information RetrievalMachine Translation	—Unverified	0
A Framework for Public Health Surveillance	May 1, 2014	Information Retrieval	—Unverified	0
Segmentation evaluation metrics, a comparison grounded on prosodic and discourse units	May 1, 2014	Discourse SegmentationInformation 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