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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 3531–3540 of 4740 papers

Title	Date	Tasks	Status	Hype
Getting Started with Neural Models for Semantic Matching in Web Search	Nov 8, 2016	Information RetrievalRetrieval	—Unverified	0
Binary Paragraph Vectors	Nov 3, 2016	Information RetrievalRetrieval	—Unverified	0
Real-time News Story Detection and Tracking with Hashtags	Nov 1, 2016	Information Retrieval	CodeCode Available	0
Citation Analysis with Neural Attention Models	Nov 1, 2016	Information RetrievalQuestion Answering	—Unverified	0
Comparing Data Sources and Architectures for Deep Visual Representation Learning in Semantics	Nov 1, 2016	Image RetrievalInformation Retrieval	—Unverified	0
A Position Encoding Convolutional Neural Network Based on Dependency Tree for Relation Classification	Nov 1, 2016	General ClassificationInformation Retrieval	—Unverified	0
A Graph Degeneracy-based Approach to Keyword Extraction	Nov 1, 2016	Document ClassificationInformation Retrieval	CodeCode Available	0
TweeTime : A Minimally Supervised Method for Recognizing and Normalizing Time Expressions in Twitter	Nov 1, 2016	Information RetrievalKnowledge Base Population	CodeCode Available	0
Supervised Distributional Hypernym Discovery via Domain Adaptation	Nov 1, 2016	ClusteringDomain Adaptation	—Unverified	0
Automatic Cross-Lingual Similarization of Dependency Grammars for Tree-based Machine Translation	Nov 1, 2016	Dependency ParsingGeneral Classification	—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