SOTAVerified

Semantic Retrieval

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–50 of 86 papers

TitleStatusHype
SCBench: A KV Cache-Centric Analysis of Long-Context MethodsCode5
GLARE: Low Light Image Enhancement via Generative Latent Feature based Codebook RetrievalCode2
MedCPT: Contrastive Pre-trained Transformers with Large-scale PubMed Search Logs for Zero-shot Biomedical Information RetrievalCode2
MINERS: Multilingual Language Models as Semantic RetrieversCode1
LLM Based Multi-Agent Generation of Semi-structured Documents from Semantic Templates in the Public Administration DomainCode1
M4LE: A Multi-Ability Multi-Range Multi-Task Multi-Domain Long-Context Evaluation Benchmark for Large Language ModelsCode1
Sentence Embedding Models for Ancient Greek Using Multilingual Knowledge DistillationCode1
Intra-class Adaptive Augmentation with Neighbor Correction for Deep Metric LearningCode1
Sentence Representation Learning with Generative Objective rather than Contrastive ObjectiveCode1
Training Effective Neural Sentence Encoders from Automatically Mined ParaphrasesCode1
Semantic Information Recovery in Wireless NetworksCode1
Semantic Models for the First-stage Retrieval: A Comprehensive ReviewCode1
Deep Unsupervised Image Hashing by Maximizing Bit EntropyCode1
Revealing the Importance of Semantic Retrieval for Machine Reading at ScaleCode1
Semantic-enhanced Modality-asymmetric Retrieval for Online E-commerce Search—0
Engineering RAG Systems for Real-World Applications: Design, Development, and Evaluation—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
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
PAR: Prompt-Aware Token Reduction Method for Efficient Large Multimodal Models—0
How to Make LLMs Strong Node Classifiers?—0
LLM Agents as 6G Orchestrator: A Paradigm for Task-Oriented Physical-Layer Automation—0
Learning Spatially-Aware Language and Audio Embeddings—0
Enhancing Relevance of Embedding-based Retrieval at Walmart—0
APTNESS: Incorporating Appraisal Theory and Emotion Support Strategies for Empathetic Response GenerationCode0
UQE: A Query Engine for Unstructured Databases—0
Renal digital pathology visual knowledge search platform based on language large model and book knowledge—0
Towards an In-Depth Comprehension of Case Relevance for Better Legal Retrieval—0
Improving Cross-lingual Representation for Semantic Retrieval with Code-switching—0
Pattern retrieval of traffic congestion using graph-based associations of traffic domain-specific features—0
If the Sources Could Talk: Evaluating Large Language Models for Research Assistance in HistoryCode0
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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