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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 2861–2870 of 4740 papers

Title	Date	Tasks	Status	Hype
Investigating Bell Inequalities for Multidimensional Relevance Judgments in Information Retrieval	Nov 16, 2018	Information RetrievalRetrieval	—Unverified	0
Survey of Computational Approaches to Lexical Semantic Change	Nov 15, 2018	Change DetectionInformation Retrieval	—Unverified	0
HPI-DHC at TREC 2018 Precision Medicine Track	Nov 14, 2018	ArticlesDocument Classification	CodeCode Available	1
Melodic Phrase Segmentation By Deep Neural Networks	Nov 14, 2018	Information RetrievalMusic Information Retrieval	—Unverified	0
An Analysis of the Semantic Annotation Task on the Linked Data Cloud	Nov 13, 2018	Information Retrievalnamed-entity-recognition	—Unverified	0
Embedding Electronic Health Records for Clinical Information Retrieval	Nov 13, 2018	Information RetrievalRepresentation Learning	—Unverified	0
ReDecode Framework for Iterative Improvement in Paraphrase Generation	Nov 11, 2018	DecoderInformation Retrieval	—Unverified	0
Adversarial Sampling and Training for Semi-Supervised Information Retrieval	Nov 9, 2018	Information RetrievalQuestion Answering	—Unverified	0
Deep Neural Networks for Query Expansion using Word Embeddings	Nov 8, 2018	Information RetrievalRetrieval	—Unverified	0
Representation Learning by Reconstructing Neighborhoods	Nov 5, 2018	ClusteringDecoder	—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