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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
Evaluation of Machine Translation Based on Semantic Dependencies and Keywords	Apr 20, 2024	Information RetrievalMachine Translation	—Unverified	0
Evaluation of Medical Concept Annotation Systems on Clinical Records	Dec 1, 2016	Information Retrieval	—Unverified	0
Evaluation of Neural Networks Defenses and Attacks using NDCG and Reciprocal Rank Metrics	Jan 10, 2022	Information RetrievalInformativeness	—Unverified	0
Analysis of Temporal Expressions Annotated in Clinical Notes	Apr 1, 2015	Information RetrievalKnowledge Base Population	—Unverified	0
Evaluation of some Information Retrieval models for Gujarati Ad hoc Monolingual Tasks	Sep 1, 2012	Information RetrievalRetrieval	—Unverified	0
Building an Enhanced Autoregressive Document Retriever Leveraging Supervised Contrastive Learning	Nov 1, 2022	Contrastive LearningInformation Retrieval	—Unverified	0
Evaluation Set for Slovak News Information Retrieval	May 1, 2016	ArticlesClustering	—Unverified	0
Event-Based Time Label Propagation for Automatic Dating of News Articles	Oct 1, 2013	ArticlesInformation Retrieval	—Unverified	0
Event-Centered Information Retrieval Using Kernels on Event Graphs	Oct 1, 2013	Information RetrievalLanguage Modelling	—Unverified	0
A Transformer Based Pitch Sequence Autoencoder with MIDI Augmentation	Oct 15, 2020	Data AugmentationInformation 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