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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 3251–3260 of 4740 papers

Title	Date	Tasks	Status	Hype
Document retrieval and question answering in medical documents. A large-scale corpus challenge.	Sep 1, 2017	Document ClassificationGeneral Classification	—Unverified	0
UDLex: Towards Cross-language Subcategorization Lexicons	Sep 1, 2017	Information RetrievalMachine Translation	—Unverified	0
Annotation of Clinical Narratives in Bulgarian language	Sep 1, 2017	ChunkingDependency Parsing	—Unverified	0
A Diachronic Corpus for Romanian (RoDia)	Sep 1, 2017	Information RetrievalOptical Character Recognition (OCR)	—Unverified	0
Building Dialectal Arabic Corpora	Sep 1, 2017	Dialect IdentificationInformation Retrieval	—Unverified	0
A Game with a Purpose for Automatic Detection of Children's Speech Disabilities using Limited Speech Resources	Sep 1, 2017	Information Retrieval	—Unverified	0
Enrichment of French Biomedical Ontologies with UMLS Concepts and Semantic Types for Biomedical Named Entity Recognition Though Ontological Semantic Annotation	Sep 1, 2017	Information Retrievalnamed-entity-recognition	—Unverified	0
oIQa: An Opinion Influence Oriented Question Answering Framework with Applications to Marketing Domain	Sep 1, 2017	ChatbotInformation Retrieval	—Unverified	0
Generating Answering Patterns from Factoid Arabic Questions	Sep 1, 2017	Information RetrievalQuestion Answering	—Unverified	0
Automatic Threshold Detection for Data Selection in Machine Translation	Sep 1, 2017	Domain AdaptationInformation 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