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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 3831–3840 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
An enhanced method to compute the similarity between concepts of ontology	Sep 26, 2017	Information RetrievalRetrieval	—Unverified	0	0
An ensemble diversity approach to supervised binary hashing	Feb 4, 2016	DiversityImage Retrieval	—Unverified	0	0
An Ensemble Method with Sentiment Features and Clustering Support	Nov 1, 2017	ClusteringDeep Learning	—Unverified	0	0
An Entity-Topic Model for Entity Linking	Jul 1, 2012	Entity LinkingInformation Retrieval	—Unverified	0	0
A Nepali Rule Based Stemmer and its performance on different NLP applications	Feb 23, 2020	Information RetrievalRetrieval	—Unverified	0	0
A Neural Attention Model for Disfluency Detection	Dec 1, 2016	DecoderInformation Retrieval	—Unverified	0	0
A Neural Autoencoder Approach for Document Ranking and Query Refinement in Pharmacogenomic Information Retrieval	Jul 1, 2018	Decision MakingDocument Ranking	—Unverified	0	0
A neural document language modeling framework for spoken document retrieval	Oct 31, 2019	Information RetrievalLanguage Modeling	—Unverified	0	0
A Neural Network Approach to Context-Sensitive Generation of Conversational Responses	Jun 22, 2015	Information RetrievalMachine Translation	—Unverified	0	0
A Neural Network for Factoid Question Answering over Paragraphs	Oct 1, 2014	Information RetrievalLanguage Modelling	—Unverified	0	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