SOTAVerified

Semantic Retrieval

Papers

Showing 11–20 of 86 papers

TitleStatusHype
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
AnDB: Breaking Boundaries with an AI-Native Database for Universal Semantic AnalysisCode0
Spatial-RAG: Spatial Retrieval Augmented Generation for Real-World Geospatial Reasoning Questions—0
Multimodal semantic retrieval for product searchCode0
SCBench: A KV Cache-Centric Analysis of Long-Context MethodsCode5
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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