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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 3301–3310 of 4740 papers

Title	Date	Tasks	Status	Hype
Detecting mentions of pain and acute confusion in Finnish clinical text	Aug 1, 2017	General ClassificationInformation Retrieval	—Unverified	0
Results of the fifth edition of the BioASQ Challenge	Aug 1, 2017	Information RetrievalQuestion Answering	—Unverified	0
Machine Translation and Automated Analysis of the Sumerian Language	Aug 1, 2017	Information RetrievalMachine Translation	—Unverified	0
Semantic Vector Encoding and Similarity Search Using Fulltext Search Engines	Aug 1, 2017	Information RetrievalRepresentation Learning	—Unverified	0
Deep Learning for Biomedical Information Retrieval: Learning Textual Relevance from Click Logs	Aug 1, 2017	Biomedical Information RetrievalInformation Retrieval	—Unverified	0
Distantly Supervised POS Tagging of Low-Resource Languages under Extreme Data Sparsity: The Case of Hittite	Aug 1, 2017	Information RetrievalMachine Translation	—Unverified	0
The HIT-SCIR System for End-to-End Parsing of Universal Dependencies	Aug 1, 2017	Dependency ParsingInformation Retrieval	—Unverified	0
Learning from Relatives: Unified Dialectal Arabic Segmentation	Aug 1, 2017	Dialect IdentificationInformation Retrieval	—Unverified	0
Morphological Inflection Generation with Multi-space Variational Encoder-Decoders	Aug 1, 2017	Information RetrievalMachine Translation	—Unverified	0
Learning What is Essential in Questions	Aug 1, 2017	Information RetrievalQuestion Answering	CodeCode Available	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