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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	Score
From Semantic Retrieval to Pairwise Ranking: Applying Deep Learning in E-commerce Search	Mar 24, 2021	Deep LearningRe-Ranking	—Unverified	0	0
Generative or Contrastive? Phrase Reconstruction for Better Sentence Representation Learning	Apr 20, 2022	Contrastive LearningRepresentation Learning	—Unverified	0	0
GNN-Coder: Boosting Semantic Code Retrieval with Combined GNNs and Transformer	Feb 21, 2025	Graph Neural NetworkRetrieval	—Unverified	0	0
Hashing on Nonlinear Manifolds	Dec 2, 2014	image-classificationImage Classification	—Unverified	0	0
Improving Cross-lingual Representation for Semantic Retrieval with Code-switching	Mar 3, 2024	Question AnsweringRetrieval	—Unverified	0	0
Improving Tool Retrieval by Leveraging Large Language Models for Query Generation	Nov 17, 2024	Common Sense ReasoningIn-Context Learning	—Unverified	0	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