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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 3201–3210 of 4740 papers

Title	Date	Tasks	Status	Hype
Remedies against the Vocabulary Gap in Information Retrieval	Nov 16, 2017	Information RetrievalRetrieval	—Unverified	0
On consistent vertex nomination schemes	Nov 15, 2017	Information RetrievalRetrieval	—Unverified	0
A distributed system for SearchOnMath based on the Microsoft BizSpark program	Nov 11, 2017	Information RetrievalRetrieval	—Unverified	0
Joint Sentiment/Topic Modeling on Text Data Using Boosted Restricted Boltzmann Machine	Nov 10, 2017	General ClassificationInformation Retrieval	—Unverified	0
Fidelity-Weighted Learning	Nov 8, 2017	Ad-Hoc Information RetrievalInformation Retrieval	—Unverified	0
Encyclolink: A Cross-Encyclopedia,Cross-language Article-Linking System and Web-based Search Interface	Nov 1, 2017	ArticlesInformation Retrieval	—Unverified	0
An Ensemble Method with Sentiment Features and Clustering Support	Nov 1, 2017	ClusteringDeep Learning	—Unverified	0
Hyperspherical Query Likelihood Models with Word Embeddings	Nov 1, 2017	Information RetrievalLanguage Modeling	—Unverified	0
Automatic Text Summarization Using Reinforcement Learning with Embedding Features	Nov 1, 2017	ARCInformation Retrieval	—Unverified	0
International Speech Communication Association Distinguished Lecture: Principles and Design of a System for Academic Information Retrieval based on Human-Machine Dialogue	Nov 1, 2017	Dialogue ManagementInformation Retrieval	—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