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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 2781–2790 of 4740 papers

Title	Date	Tasks	Status	Hype
RelEmb: A relevance-based application embedding for Mobile App retrieval and categorization	Apr 14, 2019	ClusteringGeneral Classification	—Unverified	0
Text segmentation on multilabel documents: A distant-supervised approach	Apr 14, 2019	Information RetrievalMultilabel Text Classification	—Unverified	0
Investigating Retrieval Method Selection with Axiomatic Features	Apr 11, 2019	Ad-Hoc Information RetrievalInformation Retrieval	—Unverified	0
CMIR-NET : A Deep Learning Based Model For Cross-Modal Retrieval In Remote Sensing	Apr 9, 2019	Cross-Modal Information RetrievalCross-Modal Retrieval	CodeCode Available	0
PUNCH: Positive UNlabelled Classification based information retrieval in Hyperspectral images	Apr 9, 2019	ClassificationGeneral Classification	CodeCode Available	0
A Survey on Practical Applications of Multi-Armed and Contextual Bandits	Apr 2, 2019	Information RetrievalMulti-Armed Bandits	—Unverified	0
Recognizing Musical Entities in User-generated Content	Apr 1, 2019	ArticlesGeneral Classification	CodeCode Available	0
On the Estimation and Use of Statistical Modelling in Information Retrieval	Mar 30, 2019	Information RetrievalRetrieval	—Unverified	0
Learning to Weight for Text Classification	Mar 28, 2019	ClassificationGeneral Classification	CodeCode Available	0
A model for structured information representation in neural networks	Mar 26, 2019	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