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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 4531–4540 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Deep Learning Applied to Image and Text Matching	Sep 14, 2015	Deep LearningImage Retrieval	—Unverified	0	0
Deep Learning Approach for Singer Voice Classification of Vietnamese Popular Music	Feb 24, 2021	General ClassificationInformation Retrieval	—Unverified	0	0
Deep Learning Based Dense Retrieval: A Comparative Study	Oct 27, 2024	Deep LearningInformation Retrieval	—Unverified	0	0
Deep Learning for Biomedical Information Retrieval: Learning Textual Relevance from Click Logs	Aug 1, 2017	Biomedical Information RetrievalInformation Retrieval	—Unverified	0	0
Deep Learning for MIR Tutorial	Jan 15, 2020	Deep LearningEvent Detection	—Unverified	0	0
Deep Learning in Semantic Kernel Spaces	Jul 1, 2017	Deep LearningFeature Engineering	—Unverified	0	0
Deep Learning Models For Multiword Expression Identification	Aug 1, 2017	Deep LearningInformation Retrieval	—Unverified	0	0
Deep Learning Relevance: Creating Relevant Information (as Opposed to Retrieving it)	Jun 27, 2016	Information RetrievalRetrieval	—Unverified	0	0
Deep Neural Network for Learning to Rank Query-Text Pairs	Feb 25, 2018	Document RankingInformation Retrieval	—Unverified	0	0
Deep Neural Networks at the Service of Multilingual Parallel Sentence Extraction	Aug 1, 2018	Information RetrievalMachine Translation	—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