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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 1631–1640 of 4740 papers

Title	Date	Tasks	Status	Hype
The least-used key selection method for information retrieval in large-scale Cloud-based service repositories	Aug 16, 2022	Information RetrievalManagement	—Unverified	0
FedPerm: Private and Robust Federated Learning by Parameter Permutation	Aug 16, 2022	Federated LearningInformation Retrieval	—Unverified	0
Reinforcement Learning to Rank with Coarse-grained Labels	Aug 16, 2022	Information RetrievalLearning-To-Rank	—Unverified	0
Continuous Active Learning Using Pretrained Transformers	Aug 15, 2022	Active LearningInformation Retrieval	—Unverified	0
TripJudge: A Relevance Judgement Test Collection for TripClick Health Retrieval	Aug 14, 2022	Information RetrievalRetrieval	CodeCode Available	0
Joint Localization and Information Transfer for Reconfigurable Intelligent Surface Aided Full-Duplex Systems	Aug 13, 2022	Compressive SensingInformation Retrieval	—Unverified	0
Exploiting Hierarchical Dependence Structures for Unsupervised Rank Fusion in Information Retrieval	Aug 10, 2022	Information RetrievalRetrieval	—Unverified	0
Early Stage Sparse Retrieval with Entity Linking	Aug 9, 2022	Entity LinkingInformation Retrieval	—Unverified	0
Relevance Judgment Convergence Degree -- A Measure of Inconsistency among Assessors for Information Retrieval	Aug 8, 2022	Information RetrievalRetrieval	—Unverified	0
Vernacular Search Query Translation with Unsupervised Domain Adaptation	Aug 7, 2022	Cross-Lingual Information RetrievalDomain Adaptation	—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