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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 3581–3590 of 4740 papers

Title	Date	Tasks	Status	Hype
Creating a Novel Geolocation Corpus from Historical Texts	Aug 1, 2016	Information Retrieval	—Unverified	0
Accounting ngrams and multi-word terms can improve topic models	Aug 1, 2016	Information RetrievalText Clustering	—Unverified	0
Mining linguistic tone patterns with symbolic representation	Aug 1, 2016	Information RetrievalMusic Information Retrieval	—Unverified	0
Substring-based unsupervised transliteration with phonetic and contextual knowledge	Aug 1, 2016	Information RetrievalMachine Translation	—Unverified	0
Cross-Lingual Named Entity Recognition via Wikification	Aug 1, 2016	Entity LinkingInformation Retrieval	—Unverified	0
Detecting Stance in Tweets And Analyzing its Interaction with Sentiment	Aug 1, 2016	Information RetrievalNatural Language Inference	—Unverified	0
Identifying Temporal Orientation of Word Senses	Aug 1, 2016	Information Retrieval	—Unverified	0
Unsupervised Text Segmentation Using Semantic Relatedness Graphs	Aug 1, 2016	Information RetrievalText Segmentation	CodeCode Available	0
Orthogonality regularizer for question answering	Aug 1, 2016	Information RetrievalOpen-Domain Question Answering	—Unverified	0
A Compositional-Distributional Semantic Model for Searching Complex Entity Categories	Aug 1, 2016	Information RetrievalNamed Entity Recognition (NER)	—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