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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 3681–3690 of 4740 papers

Title	Date	Tasks	Status	Hype
NEAL: A Neurally Enhanced Approach to Linking Citation and Reference	Jun 1, 2016	Information Retrieval	—Unverified	0
Enriching Cold Start Personalized Language Model Using Social Network Information	Jun 1, 2016	Information RetrievalLanguage Modeling	—Unverified	0
BIT at SemEval-2016 Task 1: Sentence Similarity Based on Alignments and Vector with the Weight of Information Content	Jun 1, 2016	Information RetrievalMachine Translation	—Unverified	0
Deep convolutional neural networks for predominant instrument recognition in polyphonic music	May 31, 2016	Information RetrievalInstrument Recognition	CodeCode Available	0
Deep API Learning	May 27, 2016	DecoderInformation Retrieval	—Unverified	0
Query Expansion with Locally-Trained Word Embeddings	May 25, 2016	Ad-Hoc Information RetrievalBIG-bench Machine Learning	—Unverified	0
Dimension Projection among Languages based on Pseudo-relevant Documents for Query Translation	May 25, 2016	Information RetrievalMachine Translation	—Unverified	0
SS4MCT: A Statistical Stemmer for Morphologically Complex Texts	May 25, 2016	Information RetrievalRetrieval	—Unverified	0
Computing Web-scale Topic Models using an Asynchronous Parameter Server	May 24, 2016	Information RetrievalRetrieval	CodeCode Available	0
Automatic Construction of Discourse Corpora for Dialogue Translation	May 22, 2016	Information RetrievalLanguage Modeling	—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