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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 1601–1610 of 4740 papers

Title	Date	Tasks	Status	Hype
Improving Toponym Resolution with Better Candidate Generation, Transformer-based Reranking, and Two-Stage Resolution	May 18, 2023	Information RetrievalReranking	CodeCode Available	0
Selective Query Processing: a Risk-Sensitive Selection of System Configurations	May 17, 2023	Information RetrievalLearning-To-Rank	—Unverified	0
From Region to Patch: Attribute-Aware Foreground-Background Contrastive Learning for Fine-Grained Fashion Retrieval	May 17, 2023	AttributeContrastive Learning	CodeCode Available	0
Efficient and Effective Tree-based and Neural Learning to Rank	May 15, 2023	Information RetrievalLearning-To-Rank	—Unverified	0
Soft Prompt Decoding for Multilingual Dense Retrieval	May 15, 2023	Cross-Lingual Information RetrievalInformation Retrieval	—Unverified	0
Methods and Tools to Advance the Retrieval of Mathematical Knowledge from Digital Libraries for Search-, Recommendation-, and Assistance-Systems	May 12, 2023	Information RetrievalRetrieval	—Unverified	0
NevIR: Negation in Neural Information Retrieval	May 12, 2023	Information RetrievalNegation	CodeCode Available	0
Evaluating Embedding APIs for Information Retrieval	May 10, 2023	Domain GeneralizationInformation Retrieval	—Unverified	0
Extracting Complex Named Entities in Legal Documents via Weakly Supervised Object Detection	May 10, 2023	Document Layout AnalysisInformation Retrieval	—Unverified	0
The Role of Relevance in Fair Ranking	May 9, 2023	FairnessInformation Retrieval	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