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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 2621–2630 of 4740 papers

Title	Date	Tasks	Status	Hype
Information Retrieval and Its Sister Disciplines	Dec 5, 2019	Information RetrievalRetrieval	—Unverified	0
WIKIR: A Python toolkit for building a large-scale Wikipedia-based English Information Retrieval Dataset	Dec 4, 2019	Ad-Hoc Information RetrievalInformation Retrieval	CodeCode Available	0
Push-pull Feedback Implements Hierarchical Information Retrieval Efficiently	Dec 1, 2019	Information RetrievalRetrieval	CodeCode Available	0
Precision-Recall Balanced Topic Modelling	Dec 1, 2019	Dimensionality ReductionInformation Retrieval	—Unverified	0
Language Modelling with NMT Query Translation for Amharic-Arabic Cross-Language Information Retrieval	Dec 1, 2019	Information RetrievalLanguage Modeling	—Unverified	0
Multilabel reductions: what is my loss optimising?	Dec 1, 2019	General ClassificationInformation Retrieval	—Unverified	0
Building Discourse Parser for Thirukkural	Dec 1, 2019	EthicsInformation Retrieval	—Unverified	0
Machine learning for music genre: multifaceted review and experimentation with audioset	Nov 28, 2019	BIG-bench Machine LearningGeneral Classification	CodeCode Available	0
Augmentation Methods on Monophonic Audio for Instrument Classification in Polyphonic Music	Nov 28, 2019	ClassificationData Augmentation	CodeCode Available	0
CAWA: An Attention-Network for Credit Attribution	Nov 26, 2019	Information RetrievalMultilabel Text Classification	CodeCode Available	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