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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 2541–2550 of 4740 papers

Title	Date	Tasks	Status	Hype
Automatic Signboard Detection and Localization in Densely Populated Developing Cities	Mar 4, 2020	Information RetrievalNovel Object Detection	CodeCode Available	0
Just SLaQ When You Approximate: Accurate Spectral Distances for Web-Scale Graphs	Mar 3, 2020	Information RetrievalRetrieval	—Unverified	0
Word Sense Disambiguation: A comprehensive knowledge exploitation framework	Feb 29, 2020	graph constructionInformation Retrieval	—Unverified	0
The hypergeometric test performs comparably to TF-IDF on standard text analysis tasks	Feb 26, 2020	Information RetrievalRetrieval	CodeCode Available	0
Quantifying daseinisation using Shannon entropy	Feb 26, 2020	Information RetrievalRetrieval	—Unverified	0
A Nepali Rule Based Stemmer and its performance on different NLP applications	Feb 23, 2020	Information RetrievalRetrieval	—Unverified	0
Regret Minimization in Stochastic Contextual Dueling Bandits	Feb 20, 2020	Decision MakingInformation Retrieval	—Unverified	0
Text-based Question Answering from Information Retrieval and Deep Neural Network Perspectives: A Survey	Feb 16, 2020	Information RetrievalQuestion Answering	—Unverified	0
Differentiable Top-k Operator with Optimal Transport	Feb 16, 2020	Information RetrievalRetrieval	—Unverified	0
Historical Document Processing: Historical Document Processing: A Survey of Techniques, Tools, and Trends	Feb 15, 2020	Information RetrievalRetrieval	—Unverified	0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