SOTAVerified

Semantic Retrieval

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 21–30 of 86 papers

TitleStatusHype
Improving Tool Retrieval by Leveraging Large Language Models for Query Generation—0
Enhancing LLM Language Adaption through Cross-lingual In-Context Pre-training—0
Enhancing Relevance of Embedding-based Retrieval at Walmart—0
Compressing Sentence Representation via Homomorphic Projective Distillation—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
Engineering RAG Systems for Real-World Applications: Design, Development, and Evaluation—0
GNN-Coder: Boosting Semantic Code Retrieval with Combined GNNs and Transformer—0
AmazonQAC: A Large-Scale, Naturalistic Query Autocomplete Dataset—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