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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 4101–4110 of 4740 papers

Title	Date	Tasks	Status	Hype
Exploring the neighbor graph to improve distributional thesauri (Explorer le graphe de voisinage pour am\'eliorer les th\'esaurus distributionnels) [in French]	Jul 1, 2014	Information Retrieval	—Unverified	0
Distinctions in the Formulation of Information Needs in Natural Language; Construction of a Task-Based User Profile Database (Expressions diff\'erenci\'ees des besoins informationnels en Langue Naturelle : construction de profils utilisateurs en fonction des t\^aches de recherche d'informations) [in French]	Jul 1, 2014	Information Retrieval	—Unverified	0
A survey on phrase structure learning methods for text classification	Jun 21, 2014	ClassificationGeneral Classification	—Unverified	0
Modelling, Visualising and Summarising Documents with a Single Convolutional Neural Network	Jun 15, 2014	Feature EngineeringInformation Retrieval	—Unverified	0
A Semantic Enhanced Model for effective Spatial Information Retrieval	Jun 8, 2014	Information RetrievalRetrieval	—Unverified	0
Machine learning approach for text and document mining	Jun 6, 2014	BIG-bench Machine LearningClassification	—Unverified	0
Findings of the 2014 Workshop on Statistical Machine Translation	Jun 1, 2014	Cross-Lingual Information RetrievalDomain Adaptation	—Unverified	0
Postech's System Description for Medical Text Translation Task	Jun 1, 2014	Information RetrievalLanguage Modelling	—Unverified	0
Learning to Re-rank for Interactive Problem Resolution and Query Refinement	Jun 1, 2014	Information Retrieval	—Unverified	0
Machine Translation of Medical Texts in the Khresmoi Project	Jun 1, 2014	Domain AdaptationImage 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