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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 2751–2760 of 4740 papers

Title	Date	Tasks	Status	Hype
Conversation Initiation by Diverse News Contents Introduction	Jun 1, 2019	ArticlesInformation Retrieval	—Unverified	0
Latent Retrieval for Weakly Supervised Open Domain Question Answering	Jun 1, 2019	Information RetrievalOpen-Domain Question Answering	CodeCode Available	1
IoT Network Security from the Perspective of Adversarial Deep Learning	May 31, 2019	BIG-bench Machine LearningDeep Learning	—Unverified	0
Learning Nonsymmetric Determinantal Point Processes	May 30, 2019	Information RetrievalPoint Processes	CodeCode Available	1
Quantifying consensus of rankings based on q-support patterns	May 30, 2019	Decision MakingInformation Retrieval	CodeCode Available	0
Calibrated Surrogate Maximization of Linear-fractional Utility in Binary Classification	May 29, 2019	Binary ClassificationClassification	—Unverified	0
Large Scale Question Paraphrase Retrieval with Smoothed Deep Metric Learning	May 29, 2019	Community Question AnsweringInformation Retrieval	—Unverified	0
Statistical Significance Testing in Information Retrieval: An Empirical Analysis of Type I, Type II and Type III Errors	May 27, 2019	Information RetrievalRetrieval	CodeCode Available	0
Precision-Recall Curves Using Information Divergence Frontiers	May 26, 2019	Image GenerationInformation Retrieval	—Unverified	0
MatchZoo: A Learning, Practicing, and Developing System for Neural Text Matching	May 24, 2019	Information RetrievalQuestion Answering	CodeCode Available	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