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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 1281–1290 of 4740 papers

Title	Date	Tasks	Status	Hype
Towards Brain Passage Retrieval -- An Investigation of EEG Query Representations	Dec 9, 2024	cross-modal alignmentEEG	—Unverified	0
DEEPF0: End-To-End Fundamental Frequency Estimation for Music and Speech Signals	Feb 11, 2021	Information RetrievalMusic Information Retrieval	—Unverified	0
Deep Learning and Continuous Representations for Natural Language Processing	May 1, 2015	Deep LearningInformation Retrieval	—Unverified	0
Deep Learning applications for COVID-19	Jan 11, 2021	Deep LearningEpidemiology	—Unverified	0
Deep Learning Applied to Image and Text Matching	Sep 14, 2015	Deep LearningImage Retrieval	—Unverified	0
Deep Learning Approach for Singer Voice Classification of Vietnamese Popular Music	Feb 24, 2021	General ClassificationInformation Retrieval	—Unverified	0
Pareto Optimal Learning for Estimating Large Language Model Errors	Jun 28, 2023	Information RetrievalLanguage Modeling	—Unverified	0
Deep Learning Based Dense Retrieval: A Comparative Study	Oct 27, 2024	Deep LearningInformation Retrieval	—Unverified	0
Automatic classification of doctor-patient questions for a virtual patient record query task	Aug 1, 2017	BIG-bench Machine LearningDialogue Management	—Unverified	0
CSDR-BERT: a pre-trained scientific dataset match model for Chinese Scientific Dataset Retrieval	Jan 30, 2023	Information RetrievalRetrieval	—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