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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 3941–3950 of 4740 papers

Title	Date	Tasks	Status	Hype
Learning Contextualized Music Semantics from Tags via a Siamese Network	Apr 29, 2015	Information RetrievalMusic Information Retrieval	—Unverified	0
WHOSE - A Tool for Whole-Session Analysis in IIR	Apr 27, 2015	Information RetrievalRetrieval	—Unverified	0
Contextualization of topics - browsing through terms, authors, journals and cluster allocations	Apr 16, 2015	AstronomyClustering	—Unverified	0
Towards a relation extraction framework for cyber-security concepts	Apr 16, 2015	Active LearningInformation Retrieval	CodeCode Available	0
Concentric network symmetry grasps authors' styles in word adjacency networks	Apr 9, 2015	Authorship AttributionInformation Retrieval	—Unverified	0
Evaluation Evaluation a Monte Carlo study	Apr 3, 2015	Information RetrievalRetrieval	—Unverified	0
Analysis of Temporal Expressions Annotated in Clinical Notes	Apr 1, 2015	Information RetrievalKnowledge Base Population	—Unverified	0
Automatic Noun Compound Interpretation using Deep Neural Networks and Word Embeddings	Apr 1, 2015	Information RetrievalMachine Translation	—Unverified	0
Infinite Author Topic Model based on Mixed Gamma-Negative Binomial Process	Mar 30, 2015	Information RetrievalRetrieval	—Unverified	0
Generalized K-fan Multimodal Deep Model with Shared Representations	Mar 26, 2015	Information RetrievalObject Recognition	—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