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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 351–360 of 4740 papers

Title	Date	Tasks	Status	Hype
A Comprehensive Empirical Study of Vision-Language Pre-trained Model for Supervised Cross-Modal Retrieval	Jan 8, 2022	Cross-Modal RetrievalInformation Retrieval	CodeCode Available	1
Unsupervised Dense Information Retrieval with Contrastive Learning	Dec 16, 2021	Contrastive LearningCross-Lingual Transfer	CodeCode Available	1
Learning Cross-Lingual IR from an English Retriever	Dec 15, 2021	Cross-Lingual Information RetrievalInformation Retrieval	CodeCode Available	1
Learning music audio representations via weak language supervision	Dec 8, 2021	Audio ClassificationInformation Retrieval	CodeCode Available	1
Streamlining Evaluation with ir-measures	Nov 26, 2021	Information RetrievalRetrieval	CodeCode Available	1
An Optimal Algorithm for Finding Champions in Tournament Graphs	Nov 26, 2021	Conversational SearchInformation Retrieval	CodeCode Available	1
Evaluating the Robustness of Retrieval Pipelines with Query Variation Generators	Nov 25, 2021	Information RetrievalLanguage Modelling	CodeCode Available	1
Music Classification: Beyond Supervised Learning, Towards Real-world Applications	Nov 23, 2021	ClassificationInformation Retrieval	CodeCode Available	1
Deeper Convolutional Neural Networks and Broad Augmentation Policies Improve Performance in Musical Key Estimation	Nov 7, 2021	image-classificationInformation Retrieval	CodeCode Available	1
Learning To Generate Piano Music With Sustain Pedals	Nov 1, 2021	DecoderInformation Retrieval	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