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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 1891–1900 of 4740 papers

Title	Date	Tasks	Status	Hype
Multitask Learning based Deep Learning Model for Music Artist and Language Recognition	Dec 1, 2021	Information RetrievalMusic Information Retrieval	—Unverified	0
Comparative Analysis of Melodia and Time-Domain Adaptive Filtering based Model for Melody Extraction from Polyphonic Music	Dec 1, 2021	Information RetrievalMelody Extraction	—Unverified	0
A Method to Disambiguate a Word by Using Restricted Boltzmann Machine	Dec 1, 2021	ArticlesInformation Retrieval	—Unverified	0
Optimal Algorithms for Stochastic Contextual Preference Bandits	Dec 1, 2021	Decision MakingInformation Retrieval	—Unverified	0
Efficient Training of Retrieval Models using Negative Cache	Dec 1, 2021	Information RetrievalRetrieval	CodeCode Available	0
Pre-training Methods in Information Retrieval	Nov 27, 2021	Information RetrievalRe-Ranking	—Unverified	0
Predicting Document Coverage for Relation Extraction	Nov 26, 2021	Information RetrievalKnowledge Base Construction	—Unverified	0
An Optimal Algorithm for Finding Champions in Tournament Graphs	Nov 26, 2021	Conversational SearchInformation Retrieval	CodeCode Available	1
Streamlining Evaluation with ir-measures	Nov 26, 2021	Information RetrievalRetrieval	CodeCode Available	1
Evaluating the Robustness of Retrieval Pipelines with Query Variation Generators	Nov 25, 2021	Information RetrievalLanguage Modelling	CodeCode Available	1

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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