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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
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
Exploring Combinations of Ontological Features and Keywords for Text Retrieval	Jul 20, 2018	Information RetrievalRetrieval	—Unverified	0
A Generalized Vector Space Model for Ontology-Based Information Retrieval	Jul 20, 2018	Information RetrievalRetrieval	—Unverified	0
Fuzzy quantification for linguistic data analysis and data mining	Jul 19, 2018	Information RetrievalRetrieval	—Unverified	0
Combining a Context Aware Neural Network with a Denoising Autoencoder for Measuring String Similarities	Jul 16, 2018	DenoisingInformation Retrieval	CodeCode Available	0
WordNet-Based Information Retrieval Using Common Hypernyms and Combined Features	Jul 15, 2018	Information RetrievalRetrieval	—Unverified	0
Ontology-Based Query Expansion with Latently Related Named Entities for Semantic Text Search	Jul 15, 2018	Information RetrievalRetrieval	—Unverified	0
Data Infrastructure and Approaches for Ontology-Based Drug Repurposing	Jul 12, 2018	Information RetrievalRecommendation Systems	—Unverified	0
Natural Language Processing for Information Extraction	Jul 6, 2018	Articlescoreference-resolution	CodeCode Available	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