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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 1361–1370 of 4740 papers

Title	Date	Tasks	Status	Hype
Detecting Trending Terms in Cybersecurity Forum Discussions	Nov 1, 2020	Information RetrievalRetrieval	—Unverified	0
Detection and Annotation of Events in Kannada	May 1, 2020	Information RetrievalRetrieval	—Unverified	0
Detection-by-Localization: Maintenance-Free Change Object Detector	Sep 14, 2018	Change DetectionInformation Retrieval	—Unverified	0
D\'etection de mots-cl\'es par approches au grain caract\`ere et au grain mot (Keywords extraction by repeated string analysis) [in French]	Jun 1, 2012	Information Retrieval	—Unverified	0
Automatic Text Summarization Approaches to Speed up Topic Model Learning Process	Mar 20, 2017	ArticlesCPU	—Unverified	0
attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines	Jun 1, 2018	AttributeDependency Parsing	—Unverified	0
Cross-topic Argument Mining from Heterogeneous Sources	Oct 1, 2018	Argument MiningDecision Making	—Unverified	0
Attentive Representation Learning with Adversarial Training for Short Text Clustering	Dec 8, 2019	ClusteringInformation Retrieval	—Unverified	0
Determining Compositionality of Word Expressions Using Word Space Models	Jun 1, 2013	Information RetrievalMachine Translation	—Unverified	0
Analyzing Patient Records to Establish If and When a Patient Suffered from a Medical Condition	Jun 1, 2012	Information RetrievalQuestion Answering	—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