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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 3311–3320 of 4740 papers

Title	Date	Tasks	Status	Hype
Evaluating Feature Extraction Methods for Knowledge-based Biomedical Word Sense Disambiguation	Aug 1, 2017	Dimensionality ReductionInformation Retrieval	—Unverified	0
Deep Learning Models For Multiword Expression Identification	Aug 1, 2017	Deep LearningInformation Retrieval	—Unverified	0
Machine Translation and Automated Analysis of the Sumerian Language	Aug 1, 2017	Information RetrievalMachine Translation	—Unverified	0
Deep Learning for Biomedical Information Retrieval: Learning Textual Relevance from Click Logs	Aug 1, 2017	Biomedical Information RetrievalInformation Retrieval	—Unverified	0
Results of the fifth edition of the BioASQ Challenge	Aug 1, 2017	Information RetrievalQuestion Answering	—Unverified	0
LIM-LIG at SemEval-2017 Task1: Enhancing the Semantic Similarity for Arabic Sentences with Vectors Weighting	Aug 1, 2017	DescriptiveInformation Retrieval	—Unverified	0
SemEval-2017 Task 2: Multilingual and Cross-lingual Semantic Word Similarity	Aug 1, 2017	Information RetrievalMachine Translation	—Unverified	0
Query expansion techniques for information retrieval: A survey	Aug 1, 2017	Information RetrievalQuestion Answering	—Unverified	0
The HIT-SCIR System for End-to-End Parsing of Universal Dependencies	Aug 1, 2017	Dependency ParsingInformation Retrieval	—Unverified	0
Semantic Vector Encoding and Similarity Search Using Fulltext Search Engines	Aug 1, 2017	Information RetrievalRepresentation Learning	—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