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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 3721–3730 of 4740 papers

Title	Date	Tasks	Status	Hype
Question Answering via Integer Programming over Semi-Structured Knowledge	Apr 20, 2016	Information RetrievalQuestion Answering	—Unverified	0
Document Retrieval using Predication Similarity	Apr 19, 2016	Information RetrievalRetrieval	—Unverified	0
Method of Tibetan Person Knowledge Extraction	Apr 11, 2016	graph constructionInformation Retrieval	—Unverified	0
Intelligent information extraction based on artificial neural network	Apr 11, 2016	Information RetrievalQuestion Answering	—Unverified	0
Entity Type Recognition using an Ensemble of Distributional Semantic Models to Enhance Query Understanding	Apr 4, 2016	Information RetrievalRetrieval	—Unverified	0
Semi-supervised and Unsupervised Methods for Categorizing Posts in Web Discussion Forums	Apr 1, 2016	Information RetrievalRetrieval	—Unverified	0
Document Selection in a Distributed Search Engine Architecture	Mar 31, 2016	Information RetrievalRetrieval	—Unverified	0
Optimizing the Information Retrieval Trade-off in Data Visualization Using -Divergence	Mar 29, 2016	Data VisualizationDimensionality Reduction	—Unverified	0
CONDITOR1: Topic Maps and DITA labelling tool for textual documents with historical information	Mar 23, 2016	Information RetrievalRecommendation Systems	—Unverified	0
Recurrent Neural Network Encoder with Attention for Community Question Answering	Mar 23, 2016	Community Question AnsweringInformation Retrieval	—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