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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 2661–2670 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey	May 10, 2021	Information RetrievalQuestion Answering	—Unverified	0	0
Recent Advances in Video Question Answering: A Review of Datasets and Methods	Jan 15, 2021	Information RetrievalMachine Translation	—Unverified	0	0
Recherche et extraction d'information dans des cas cliniques. Pr\'esentation de la campagne d'\'evaluation DEFT 2019 (Information Retrieval and Information Extraction from Clinical Cases)	Jul 1, 2019	ArticlesInformation Retrieval	—Unverified	0	0
Recognizing Chinese Judicial Named Entity using BiLSTM-CRF	May 31, 2020	Information Retrievalnamed-entity-recognition	—Unverified	0	0
Recognizing Descriptive Wikipedia Categories for Historical Figures	Apr 24, 2017	DescriptiveInformation Retrieval	—Unverified	0	0
Recognizing Identical Events with Graph Kernels	Aug 1, 2013	Information Retrieval	—Unverified	0	0
Recognizing Insufficiently Supported Arguments in Argumentative Essays	Apr 1, 2017	Information Retrieval	—Unverified	0	0
Recognizing Reference Spans and Classifying their Discourse Facets	Jun 1, 2016	Information RetrievalLearning-To-Rank	—Unverified	0	0
Recognizing Textual Entailment in Twitter Using Word Embeddings	Sep 1, 2017	Information RetrievalMachine Translation	—Unverified	0	0
Recognizing Textual Entailment Using Probabilistic Inference	Sep 1, 2015	Information RetrievalNatural Language Inference	—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