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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 3451–3460 of 4740 papers

Title	Date	Tasks	Status	Hype
Multivariate Representation Learning for Information Retrieval	Apr 27, 2023	Information RetrievalRepresentation Learning	—Unverified	0
Multi-Vector Retrieval as Sparse Alignment	Nov 2, 2022	Argument RetrievalInformation Retrieval	—Unverified	0
MultiVENT: Multilingual Videos of Events with Aligned Natural Text	Jul 6, 2023	Information RetrievalRetrieval	—Unverified	0
Multi-View Adaptive Contrastive Learning for Information Retrieval Based Fault Localization	Sep 19, 2024	Contrastive LearningFault localization	—Unverified	0
Multi-view and Multi-source Transfers in Neural Topic Modeling with Pretrained Topic and Word Embeddings	Sep 14, 2019	Information RetrievalRetrieval	—Unverified	0
Multiview LSA: Representation Learning via Generalized CCA	May 1, 2015	Information RetrievalMissing Values	—Unverified	0
Music2Latent2: Audio Compression with Summary Embeddings and Autoregressive Decoding	Jan 29, 2025	Audio CompressionDenoising	—Unverified	0
Musical Features for Automatic Music Transcription Evaluation	Apr 15, 2020	Information RetrievalMusic Information Retrieval	—Unverified	0
Musical Information Extraction from the Singing Voice	Apr 7, 2022	Information RetrievalMusic Information Retrieval	—Unverified	0
Musical Prosody-Driven Emotion Classification: Interpreting Vocalists Portrayal of Emotions Through Machine Learning	Jun 4, 2021	BIG-bench Machine LearningEmotion Classification	—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