SOTAVerified

Semantic Retrieval

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 21–30 of 86 papers

TitleStatusHype
Optimizing Retrieval Augmented Generation for Object Constraint Language—0
Ultra Lowrate Image Compression with Semantic Residual Coding and Compression-aware Diffusion—0
An Open-Source Dual-Loss Embedding Model for Semantic Retrieval in Higher Education—0
RAG-MCP: Mitigating Prompt Bloat in LLM Tool Selection via Retrieval-Augmented Generation—0
Enhancing LLM Language Adaption through Cross-lingual In-Context Pre-training—0
Cross-Document Cross-Lingual NLI via RST-Enhanced Graph Fusion and Interpretability Prediction—0
Semantic Retrieval Augmented Contrastive Learning for Sequential Recommendation—0
Role of Databases in GenAI Applications—0
Toward Agentic AI: Generative Information Retrieval Inspired Intelligent Communications and Networking—0
GNN-Coder: Boosting Semantic Code Retrieval with Combined GNNs and Transformer—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