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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 3911–3920 of 4740 papers

Title	Date	Tasks	Status	Hype
Learning Structures of Negations from Flat Annotations	Jun 1, 2015	Information RetrievalNegation Detection	—Unverified	0
FBK-HLT: An Effective System for Paraphrase Identification and Semantic Similarity in Twitter	Jun 1, 2015	Information RetrievalMachine Translation	—Unverified	0
Question Answering System using Multiple Information Source and Open Type Answer Merge	Jun 1, 2015	Information RetrievalQuestion Answering	—Unverified	0
Learning to predict script events from domain-specific text	Jun 1, 2015	Information Retrieval	—Unverified	0
A Critical Review of Recurrent Neural Networks for Sequence Learning	May 29, 2015	Handwriting RecognitionImage Captioning	CodeCode Available	0
A survey of SMS based Information Systems	May 22, 2015	Image RetrievalInformation Retrieval	—Unverified	0
OntoSOC: Sociocultural Knowledge Ontology	May 15, 2015	Information RetrievalRetrieval	—Unverified	0
Integrating a Large, Monolingual Corpus as Translation Memory into Statistical Machine Translation	May 1, 2015	Information RetrievalMachine Translation	—Unverified	0
Topic Models: Accounting Component Structure of Bigrams	May 1, 2015	Document SummarizationInformation Retrieval	—Unverified	0
Determining the most frequent senses using Russian linguistic ontology RuThes	May 1, 2015	Information 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