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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 1701–1710 of 4740 papers

Title	Date	Tasks	Status	Hype
Unified Approach to Secret Sharing and Symmetric Private Information Retrieval with Colluding Servers in Quantum Systems	May 29, 2022	Information RetrievalRetrieval	—Unverified	0
Optimizing Test-Time Query Representations for Dense Retrieval	May 25, 2022	Contrastive LearningInformation Retrieval	CodeCode Available	1
RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder	May 24, 2022	DecoderInformation Retrieval	CodeCode Available	2
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
Towards Tracing Factual Knowledge in Language Models Back to the Training Data	May 23, 2022	Information RetrievalRetrieval	CodeCode Available	1
Injecting Domain Adaptation with Learning-to-hash for Effective and Efficient Zero-shot Dense Retrieval	May 23, 2022	Ad-Hoc Information RetrievalCPU	CodeCode Available	1
Certified Error Control of Candidate Set Pruning for Two-Stage Relevance Ranking	May 19, 2022	Computational EfficiencyInformation Retrieval	CodeCode Available	0
PLAID: An Efficient Engine for Late Interaction Retrieval	May 19, 2022	CPUGPU	CodeCode Available	4
AutoFAS: Automatic Feature and Architecture Selection for Pre-Ranking System	May 19, 2022	Information RetrievalNeural Architecture Search	—Unverified	0
A Birds Eye View on Knowledge Graph Embeddings, Software Libraries, Applications and Challenges	May 18, 2022	Information RetrievalKnowledge Graph Completion	—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