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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 3451–3460 of 4740 papers

Title	Date	Tasks	Status	Hype
Extraction of Evolution Descriptions from the Web	Feb 3, 2017	Information RetrievalRetrieval	—Unverified	0
Named Entity Evolution Analysis on Wikipedia	Feb 3, 2017	ArticlesInformation Retrieval	—Unverified	0
Insights into Entity Name Evolution on Wikipedia	Feb 3, 2017	ArticlesInformation Retrieval	—Unverified	0
The 'who' and 'what' of #diabetes on Twitter	Jan 30, 2017	Cultural Vocal Bursts Intensity PredictionInformation Retrieval	—Unverified	0
Private Information Retrieval from MDS Coded Data with Colluding Servers: Settling a Conjecture by Freij-Hollanti et al.	Jan 30, 2017	Information RetrievalRetrieval	—Unverified	0
Semantic Evolutionary Concept Distances for Effective Information Retrieval in Query Expansion	Jan 19, 2017	Information RetrievalReranking	—Unverified	0
Optimal statistical decision for Gaussian graphical model selection	Jan 9, 2017	Information Retrievalmodel	—Unverified	0
Just an Update on PMING Distance for Web-based Semantic Similarity in Artificial Intelligence and Data Mining	Jan 9, 2017	Information RetrievalRetrieval	—Unverified	0
Exploration of Proximity Heuristics in Length Normalization	Jan 5, 2017	Feature EngineeringInformation Retrieval	—Unverified	0
Extracting hypernym relations from Wikipedia disambiguation pages : comparing symbolic and machine learning approaches	Jan 1, 2017	BIG-bench Machine LearningInformation 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