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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 3521–3530 of 4740 papers

Title	Date	Tasks	Status	Hype
Inference of ICD Codes from Japanese Medical Records by Searching Disease Names	Dec 1, 2016	Information Retrieval	—Unverified	0
CSIRO Data61 at the WNUT Geo Shared Task	Dec 1, 2016	Information RetrievalRetrieval	—Unverified	0
Book Reviews: Natural Language Processing for Social Media by Atefeh Farzindar and Diana Inkpen	Dec 1, 2016	Information RetrievalPart-Of-Speech Tagging	—Unverified	0
Book Reviews: Semantic Similarity from Natural Language and Ontology Analysis by S\'ebastien Harispe, Sylvie Ranwez, Stefan Janaqi, and Jacky Montmain	Dec 1, 2016	Information RetrievalSemantic Similarity	—Unverified	0
Video Captioning with Multi-Faceted Attention	Dec 1, 2016	Information RetrievalRetrieval	—Unverified	0
Factory of realities: on the emergence of virtual spatiotemporal structures	Nov 30, 2016	Information RetrievalRetrieval	—Unverified	0
ATR4S: Toolkit with State-of-the-art Automatic Terms Recognition Methods in Scala	Nov 23, 2016	Information RetrievalMachine Translation	CodeCode Available	1
Rising Novelties on Evolving Networks: Recent Behavior Dominant and Non-Dominant Model	Nov 21, 2016	Information RetrievalRetrieval	—Unverified	0
Neural Information Retrieval: A Literature Review	Nov 18, 2016	Information RetrievalRetrieval	—Unverified	0
How to do lexical quality estimation of a large OCRed historical Finnish newspaper collection with scarce resources	Nov 16, 2016	Information RetrievalRetrieval	—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