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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 1531–1540 of 4740 papers

Title	Date	Tasks	Status	Hype
Principled Multi-Aspect Evaluation Measures of Rankings	Dec 1, 2022	Document RankingInformation Retrieval	CodeCode Available	0
NIR-Prompt: A Multi-task Generalized Neural Information Retrieval Training Framework	Dec 1, 2022	Information RetrievalOpen-Domain Question Answering	CodeCode Available	0
Proceedings of the 3rd International Workshop on Reading Music Systems	Dec 1, 2022	Information RetrievalMusic Information Retrieval	—Unverified	0
Proceedings of the 2nd International Workshop on Reading Music Systems	Dec 1, 2022	Information RetrievalMusic Information Retrieval	—Unverified	0
Fair Ranking with Noisy Protected Attributes	Nov 30, 2022	FairnessInformation Retrieval	CodeCode Available	0
OK Computer Analysis: An Audio Corpus Study of Radiohead	Nov 29, 2022	Information RetrievalMusic Information Retrieval	—Unverified	0
Solving 3D Radar Imaging Inverse Problems with a Multi-cognition Task-oriented Framework	Nov 28, 2022	Information RetrievalRetrieval	—Unverified	0
Near-filed SAR Image Restoration with Deep Learning Inverse Technique: A Preliminary Study	Nov 28, 2022	Image RestorationInformation Retrieval	—Unverified	0
A Survey on Conversational Search and Applications in Biomedicine	Nov 28, 2022	Conversational SearchDialogue Management	—Unverified	0
Metric Learning as a Service with Covariance Embedding	Nov 28, 2022	Information RetrievalMetric Learning	—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