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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 3871–3880 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Annotation and Classification of Light Verbs and Light Verb Variations in Mandarin Chinese	Aug 1, 2014	General ClassificationInformation Retrieval	—Unverified	0	0
Annotation of Clinical Narratives in Bulgarian language	Sep 1, 2017	ChunkingDependency Parsing	—Unverified	0	0
Annotation of Computer Science Papers for Semantic Relation Extrac-tion	May 1, 2014	Information RetrievalRelation	—Unverified	0	0
Annotation Techniques for Judo Combat Phase Classification from Tournament Footage	Dec 10, 2024	Information RetrievalTransfer Learning	—Unverified	0	0
A Noise-Filtering Approach for Cancer Drug Sensitivity Prediction	Dec 2, 2016	BIG-bench Machine LearningInformation Retrieval	—Unverified	0	0
Query Obfuscation Semantic Decomposition	Sep 12, 2019	ClusteringInformation Retrieval	—Unverified	0	0
Twitter Big Data as a Resource for Exoskeleton Research: A Large-Scale Dataset of about 140,000 Tweets and 100 Research Questions	Nov 4, 2021	Information RetrievalRetrieval	—Unverified	0	0
An Open-source Framework for Multi-level Semantic Similarity Measurement	Jun 1, 2015	Information RetrievalMachine Translation	—Unverified	0	0
An opinion about opinions about opinions: subjectivity and the aggregate reader	Jun 1, 2013	Information RetrievalOpinion Mining	—Unverified	0	0
A Novel Architecture For Question Classification Based Indexing Scheme For Efficient Question Answering	Jul 26, 2013	ClassificationGeneral Classification	—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