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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 1871–1880 of 4740 papers

Title	Date	Tasks	Status	Hype
FedPerm: Private and Robust Federated Learning by Parameter Permutation	Aug 16, 2022	Federated LearningInformation Retrieval	—Unverified	0
Chinese Grammatical Error Diagnosis using Statistical and Prior Knowledge driven Features with Probabilistic Ensemble Enhancement	Jul 1, 2018	Information RetrievalSentence	—Unverified	0
Analysis of Robocode Robot Adaptive Confrontation Based on Zero-Sum Game	Jul 4, 2022	Information RetrievalRetrieval	—Unverified	0
Few-Shot Learning Through an Information Retrieval Lens	Jul 9, 2017	Few-Shot LearningGeneral Classification	—Unverified	0
Cross-Language Authorship Attribution	May 1, 2014	Authorship AttributionInformation Retrieval	—Unverified	0
Fidelity-Weighted Learning	Nov 8, 2017	Ad-Hoc Information RetrievalInformation Retrieval	—Unverified	0
Filling Knowledge Base Gaps for Distant Supervision of Relation Extraction	Aug 1, 2013	Information RetrievalRelation	—Unverified	0
Filtering Aggression from the Multilingual Social Media Feed	Aug 1, 2018	Aggression IdentificationBIG-bench Machine Learning	—Unverified	0
Chinese Name Disambiguation Based on Adaptive Clustering with the Attribute Features	Dec 1, 2012	AttributeClustering	—Unverified	0
Cross-language Article Linking Using Cross-Encyclopedia Entity Embedding	Jun 1, 2018	ArticlesInformation Retrieval	—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