SOTAVerified

Semantic Retrieval

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 76–86 of 86 papers

TitleStatusHype
Dynamic Boundary Time Warping for Sub-sequence Matching with Few Examples—0
Engineering RAG Systems for Real-World Applications: Design, Development, and Evaluation—0
Enhancing LLM Language Adaption through Cross-lingual In-Context Pre-training—0
Enhancing Relevance of Embedding-based Retrieval at Walmart—0
Event-Centric Query Expansion in Web Search—0
From Semantic Retrieval to Pairwise Ranking: Applying Deep Learning in E-commerce Search—0
Generative or Contrastive? Phrase Reconstruction for Better Sentence Representation Learning—0
GNN-Coder: Boosting Semantic Code Retrieval with Combined GNNs and Transformer—0
Hashing on Nonlinear Manifolds—0
Improving Cross-lingual Representation for Semantic Retrieval with Code-switching—0
Improving Tool Retrieval by Leveraging Large Language Models for Query Generation—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Human baselineSoft-F10.84—Unverified
2k-NN with sentence n-grams, GPT-2 embeddings, fICASoft-F10.51—Unverified
3DBTW, GPT-1 embeddings, fICASoft-F10.51—Unverified
4LSA baselineSoft-F10.39—Unverified
5Universal Sentence EncoderSoft-F10.38—Unverified
6Sentence BERTSoft-F10.31—Unverified