SOTAVerified

Semantic Retrieval

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–25 of 86 papers

TitleStatusHype
Engineering RAG Systems for Real-World Applications: Design, Development, and Evaluation—0
Semantic-enhanced Modality-asymmetric Retrieval for Online E-commerce Search—0
MERIT: Multilingual Semantic Retrieval with Interleaved Multi-Condition Query—0
Scene Detection Policies and Keyframe Extraction Strategies for Large-Scale Video Analysis—0
Deep Retrieval at CheckThat! 2025: Identifying Scientific Papers from Implicit Social Media Mentions via Hybrid Retrieval and Re-Ranking—0
HDLxGraph: Bridging Large Language Models and HDL Repositories via HDL Graph DatabasesCode0
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
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
1-800-SHARED-TASKS at RegNLP: Lexical Reranking of Semantic Retrieval (LeSeR) for Regulatory Question Answering—0
Semantic Retrieval at Walmart—0
Improving Tool Retrieval by Leveraging Large Language Models for Query Generation—0
AmazonQAC: A Large-Scale, Naturalistic Query Autocomplete Dataset—0
Athena: Retrieval-augmented Legal Judgment Prediction with Large Language Models—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