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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 1791–1800 of 4740 papers

Title	Date	Tasks	Status	Hype
Information retrieval for label noise document ranking by bag sampling and group-wise loss	Mar 12, 2022	Document RankingInformation Retrieval	—Unverified	0
DeepTrust: A Reliable Financial Knowledge Retrieval Framework For Explaining Extreme Pricing Anomalies	Mar 11, 2022	Anomaly DetectionInformation Retrieval	CodeCode Available	1
An Adaptive Hybrid Active Learning Strategy with Free Ratings in Collaborative Filtering	Mar 11, 2022	Active LearningCollaborative Filtering	—Unverified	0
Semantic Norm Recognition and its application to Portuguese Law	Mar 10, 2022	Information RetrievalRetrieval	—Unverified	0
Pretrained Domain-Specific Language Model for General Information Retrieval Tasks in the AEC Domain	Mar 9, 2022	Information RetrievalLanguage Modeling	CodeCode Available	1
Table Structure Recognition with Conditional Attention	Mar 8, 2022	Information RetrievalRetrieval	—Unverified	0
Where Does the Performance Improvement Come From? -- A Reproducibility Concern about Image-Text Retrieval	Mar 8, 2022	Image-text RetrievalInformation Retrieval	CodeCode Available	1
Multi-CPR: A Multi Domain Chinese Dataset for Passage Retrieval	Mar 7, 2022	Information RetrievalPassage Retrieval	CodeCode Available	2
Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents	Mar 6, 2022	Community Question AnsweringInformation Retrieval	CodeCode Available	1
RACE: Retrieval-Augmented Commit Message Generation	Mar 5, 2022	Information RetrievalRetrieval	CodeCode Available	1

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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