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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 2321–2330 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Deep Neural Networks at the Service of Multilingual Parallel Sentence Extraction	Aug 1, 2018	Information RetrievalMachine Translation	—Unverified	0	0
Deep Neural Network for Learning to Rank Query-Text Pairs	Feb 25, 2018	Document RankingInformation Retrieval	—Unverified	0	0
Deep Learning Relevance: Creating Relevant Information (as Opposed to Retrieving it)	Jun 27, 2016	Information RetrievalRetrieval	—Unverified	0	0
Automatic Construction of Discourse Corpora for Dialogue Translation	May 22, 2016	Information RetrievalLanguage Modeling	—Unverified	0	0
A Fast Deep Learning Model for Textual Relevance in Biomedical Information Retrieval	Feb 26, 2018	Biomedical Information RetrievalDeep Learning	—Unverified	0	0
A Compositional-Distributional Semantic Model for Searching Complex Entity Categories	Aug 1, 2016	Information RetrievalNamed Entity Recognition (NER)	—Unverified	0	0
Deep Learning Models For Multiword Expression Identification	Aug 1, 2017	Deep LearningInformation Retrieval	—Unverified	0	0
Deep Learning in Semantic Kernel Spaces	Jul 1, 2017	Deep LearningFeature Engineering	—Unverified	0	0
Automatic cognate identification with gap-weighted string subsequences.	May 1, 2015	Information RetrievalRetrieval	—Unverified	0	0
Deep Learning for MIR Tutorial	Jan 15, 2020	Deep LearningEvent Detection	—Unverified	0	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