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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 2991–3000 of 4740 papers

Title	Date	Tasks	Status	Hype
Deep Neural Networks at the Service of Multilingual Parallel Sentence Extraction	Aug 1, 2018	Information RetrievalMachine Translation	—Unverified	0
Novelty Goes Deep. A Deep Neural Solution To Document Level Novelty Detection	Aug 1, 2018	Document SummarizationFeature Engineering	CodeCode Available	0
LCQMC:A Large-scale Chinese Question Matching Corpus	Aug 1, 2018	Information RetrievalMachine Translation	—Unverified	0
Identifying Emergent Research Trends by Key Authors and Phrases	Aug 1, 2018	ArticlesInformation Retrieval	CodeCode Available	0
Filtering Aggression from the Multilingual Social Media Feed	Aug 1, 2018	Aggression IdentificationBIG-bench Machine Learning	—Unverified	0
Discovering Latent Information By Spreading Activation Algorithm For Document Retrieval	Jul 29, 2018	Information RetrievalRetrieval	—Unverified	0
Transportation Modes Classification Using Feature Engineering	Jul 28, 2018	ClassificationFeature Engineering	—Unverified	0
Visual Display and Retrieval of Music Information	Jul 26, 2018	Data VisualizationInformation Retrieval	—Unverified	0
Beyond Precision: A Study on Recall of Initial Retrieval with Neural Representations	Jul 22, 2018	Information RetrievalRe-Ranking	—Unverified	0
On the Equilibrium of Query Reformulation and Document Retrieval	Jul 20, 2018	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