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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 2071–2080 of 4740 papers

Title	Date	Tasks	Status	Hype
Icon Based Information Retrieval and Disease Identification in Agriculture	Apr 7, 2014	Information RetrievalRetrieval	—Unverified	0
Co-Training for Classification of Live or Studio Music Recordings	May 1, 2014	ClassificationGeneral Classification	—Unverified	0
Cost-benefit Analysis of Two-Stage Conditional Random Fields based English-to-Chinese Machine Transliteration	Jul 1, 2012	Information RetrievalMachine Translation	—Unverified	0
A Systematic Literature Review about Idea Mining: The Use of Machine-driven Analytics to Generate Ideas	Jan 30, 2022	ArticlesInformation Retrieval	—Unverified	0
A Systematic Classification of Knowledge, Reasoning, and Context within the ARC Dataset	Jun 1, 2018	AI2 Reasoning ChallengeARC	—Unverified	0
An AI-based solution for the cold start and data sparsity problems in the recommendation systems	Dec 4, 2023	Information RetrievalRecommendation Systems	—Unverified	0
A Distant Supervision Approach for Identifying Perspectives in Unstructured User-Generated Text	Oct 1, 2013	Information RetrievalText Classification	—Unverified	0
CO-Search: COVID-19 Information Retrieval with Semantic Search, Question Answering, and Abstractive Summarization	Jun 17, 2020	Abstractive Text SummarizationInformation Retrieval	—Unverified	0
Asymmetric Leaky Private Information Retrieval	Jun 4, 2020	Information RetrievalRetrieval	—Unverified	0
Correlation between Similarity Measures for Inter-Language Linked Wikipedia Articles	May 1, 2012	ArticlesImage Captioning	—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