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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 3541–3550 of 4740 papers

Title	Date	Tasks	Status	Hype
Convolutional Neural Network Language Models	Nov 1, 2016	Document ClassificationGeneral Classification	CodeCode Available	0
Learning to Match Using Local and Distributed Representations of Text for Web Search	Oct 26, 2016	Document RankingInformation Retrieval	CodeCode Available	0
Symmetric Private Information Retrieval For MDS Coded Distributed Storage	Oct 14, 2016	Information RetrievalRetrieval	—Unverified	0
Optimal Download Cost of Private Information Retrieval for Arbitrary Message Length	Oct 10, 2016	AllInformation Retrieval	—Unverified	0
Supervised Term Weighting Metrics for Sentiment Analysis in Short Text	Oct 10, 2016	General ClassificationInformation Retrieval	—Unverified	0
Adversary Resistant Deep Neural Networks with an Application to Malware Detection	Oct 5, 2016	Deep LearningInformation Retrieval	—Unverified	0
Instance Selection for Online Automatic Post-Editing in a multi-domain scenario	Oct 1, 2016	Automatic Post-EditingDecoder	—Unverified	0
A Pipeline Japanese Entity Linking System with Embedding Features	Oct 1, 2016	Coreference ResolutionEntity Linking	—Unverified	0
Retrieval Term Prediction Using Deep Learning Methods	Oct 1, 2016	ChunkingDeep Learning	—Unverified	0
Recurrent Neural Network Based Loanwords Identification in Uyghur	Oct 1, 2016	Information RetrievalLanguage Modeling	—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