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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 1891–1900 of 4740 papers

Title	Date	Tasks	Status	Hype
Training Efficient CNNS: Tweaking the Nuts and Bolts of Neural Networks for Lighter, Faster and Robust Models	May 23, 2022	Data AugmentationInformation Retrieval	CodeCode Available	0
Certified Error Control of Candidate Set Pruning for Two-Stage Relevance Ranking	May 19, 2022	Computational EfficiencyInformation Retrieval	CodeCode Available	0
AutoFAS: Automatic Feature and Architecture Selection for Pre-Ranking System	May 19, 2022	Information RetrievalNeural Architecture Search	—Unverified	0
Health Information Retrieval -- State of the art report	May 18, 2022	Information RetrievalRetrieval	—Unverified	0
A Birds Eye View on Knowledge Graph Embeddings, Software Libraries, Applications and Challenges	May 18, 2022	Information RetrievalKnowledge Graph Completion	—Unverified	0
Debiasing Neural Retrieval via In-batch Balancing Regularization	May 18, 2022	FairnessInformation Retrieval	—Unverified	0
Differentiable SAR Renderer and SAR Target Reconstruction	May 14, 2022	Information RetrievalRetrieval	—Unverified	0
Causal Estimation of Position Bias in Recommender Systems Using Marketplace Instruments	May 12, 2022	Information RetrievalPosition	—Unverified	0
Single-Server Private Information Retrieval with Side Information Under Arbitrary Popularity Profiles	May 12, 2022	Information RetrievalRetrieval	—Unverified	0
Recommending Research Papers to Chemists: A Specialized Interface for Chemical Entity Exploration	May 11, 2022	Information RetrievalRecommendation Systems	—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