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Semantic Retrieval

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 81–86 of 86 papers

Title	Date	Tasks	Status	Hype
Semantic query-by-example speech search using visual grounding	Apr 15, 2019	RetrievalSemantic Retrieval	CodeCode Available	0
Probabilistic Semantic Retrieval for Surveillance Videos with Activity Graphs	Dec 17, 2017	DiversityRetrieval	—Unverified	0
Beyond Instance-Level Image Retrieval: Leveraging Captions to Learn a Global Visual Representation for Semantic Retrieval	Jul 1, 2017	Image RetrievalRetrieval	—Unverified	0
NIST: An Image Classification Network to Image Semantic Retrieval	Jul 2, 2016	ClassificationGeneral Classification	—Unverified	0
Hashing on Nonlinear Manifolds	Dec 2, 2014	image-classificationImage Classification	—Unverified	0
Semantic Search in Documents Enriched by LOD-based Annotations	May 1, 2014	Information RetrievalRetrieval	—Unverified	0

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Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Human baseline	Soft-F1	0.84	—	Unverified
2	k-NN with sentence n-grams, GPT-2 embeddings, fICA	Soft-F1	0.51	—	Unverified
3	DBTW, GPT-1 embeddings, fICA	Soft-F1	0.51	—	Unverified
4	LSA baseline	Soft-F1	0.39	—	Unverified
5	Universal Sentence Encoder	Soft-F1	0.38	—	Unverified
6	Sentence BERT	Soft-F1	0.31	—	Unverified