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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 2141–2150 of 4740 papers

Title	Date	Tasks	Status	Hype
Domain-matched Pre-training Tasks for Dense Retrieval	Jul 28, 2021	Information RetrievalPassage Retrieval	—Unverified	0
Medical Literature Mining and Retrieval in a Conversational Setting	Jul 23, 2021	Information RetrievalLiterature Mining	—Unverified	0
COfEE: A Comprehensive Ontology for Event Extraction from text	Jul 21, 2021	ArticlesEvent Extraction	—Unverified	0
Linked Data Triples Enhance Document Relevance Classification	Jul 20, 2021	ClassificationDeep Learning	CodeCode Available	0
Residual Attention Based Network for Automatic Classification of Phonation Modes	Jul 18, 2021	ClassificationFeature Engineering	—Unverified	0
The Benchmark Lottery	Jul 14, 2021	BenchmarkingBIG-bench Machine Learning	—Unverified	0
SPLADE: Sparse Lexical and Expansion Model for First Stage Ranking	Jul 12, 2021	Information RetrievalOpen-Domain Question Answering	—Unverified	0
Graphing else matters: exploiting aspect opinions and ratings in explainable graph-based recommendations	Jul 7, 2021	Graph EmbeddingInformation Retrieval	—Unverified	0
Rating and aspect-based opinion graph embeddings for explainable recommendations	Jul 7, 2021	Graph EmbeddingInformation Retrieval	—Unverified	0
A Search Engine for Scientific Publications: a Cybersecurity Case Study	Jun 30, 2021	Information RetrievalManagement	—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