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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 1811–1820 of 4740 papers

Title	Date	Tasks	Status	Hype
Case law retrieval: problems, methods, challenges and evaluations in the last 20 years	Feb 15, 2022	Information RetrievalRecommendation Systems	—Unverified	0
Exploiting Data Sparsity in Secure Cross-Platform Social Recommendation	Feb 15, 2022	Information RetrievalRetrieval	—Unverified	0
vue4logs -- Automatic Structuring of Heterogeneous Computer System Logs	Feb 14, 2022	Anomaly DetectionInformation Retrieval	—Unverified	0
Transformer Memory as a Differentiable Search Index	Feb 14, 2022	Information RetrievalRetrieval	CodeCode Available	1
DS4DH at TREC Health Misinformation 2021: Multi-Dimensional Ranking Models with Transfer Learning and Rank Fusion	Feb 14, 2022	Information RetrievalMisinformation	—Unverified	0
Web-Based File Clustering and Indexing for Mindoro State University	Feb 13, 2022	ClusteringInformation Retrieval	—Unverified	0
A multi-task semi-supervised framework for Text2Graph & Graph2Text	Feb 12, 2022	Information RetrievalRetrieval	CodeCode Available	1
InPars: Data Augmentation for Information Retrieval using Large Language Models	Feb 10, 2022	Data AugmentationDiversity	CodeCode Available	2
A Multi-task Learning Framework for Product Ranking with BERT	Feb 10, 2022	Information RetrievalMulti-Task Learning	—Unverified	0
Semi-Supervised Convolutive NMF for Automatic Piano Transcription	Feb 10, 2022	Information RetrievalMusic Information 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