SOTAVerified

Retrieval

A methodology that involves selecting relevant data or examples from a large dataset to support tasks like prediction, learning, or inference. It enhances models by providing context or additional information, often used in systems like retrieval-augmented generation or in-context learning.

Papers

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Showing 4251–4300 of 14297 papers

TitleStatusHype
Veri-Car: Towards Open-world Vehicle Information Retrieval—0
Firing Rate Models as Associative Memory: Excitatory-Inhibitory Balance for Robust Retrieval—0
Subgraph Retrieval Enhanced by Graph-Text Alignment for Commonsense Question Answering—0
LProtector: An LLM-driven Vulnerability Detection System—0
A Diffuse Light Field Imaging Model for Forward-Scattering Photon-Coded Signal Retrieval—0
Annotative IndexingCode0
TourSynbio-Search: A Large Language Model Driven Agent Framework for Unified Search Method for Protein EngineeringCode0
Sufficient Context: A New Lens on Retrieval Augmented Generation Systems—0
Leveraging Retrieval-Augmented Generation for Persian University Knowledge Retrieval—0
M-Longdoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework—0
Exploring Knowledge Boundaries in Large Language Models for Retrieval Judgment—0
KeyB2: Selecting Key Blocks is Also Important for Long Document Ranking with Large Language Models—0
Clustering Algorithms and RAG Enhancing Semi-Supervised Text Classification with Large LLMs—0
Building an Efficient Multilingual Non-Profit IR System for the Islamic Domain Leveraging Multiprocessing Design in Rust—0
IntellBot: Retrieval Augmented LLM Chatbot for Cyber Threat Knowledge DeliveryCode0
Ev2R: Evaluating Evidence Retrieval in Automated Fact-Checking—0
Reducing Distraction in Long-Context Language Models by Focused Learning—0
Harnessing High-Level Song Descriptors towards Natural Language-Based Music RecommendationCode0
GPT Semantic Cache: Reducing LLM Costs and Latency via Semantic Embedding Caching—0
Assessing the Answerability of Queries in Retrieval-Augmented Code Generation—0
Qwen2.5-32B: Leveraging Self-Consistent Tool-Integrated Reasoning for Bengali Mathematical Olympiad Problem Solving—0
Enhancing Cluster Resilience: LLM-agent Based Autonomous Intelligent Cluster Diagnosis System and Evaluation Framework—0
DNN-based 3D Cloud Retrieval for Variable Solar Illumination and Multiview Spaceborne Imaging—0
Deploying Large Language Models With Retrieval Augmented GenerationCode0
Needle Threading: Can LLMs Follow Threads through Near-Million-Scale Haystacks?—0
Audiobox TTA-RAG: Improving Zero-Shot and Few-Shot Text-To-Audio with Retrieval-Augmented Generation—0
RetrieveGPT: Merging Prompts and Mathematical Models for Enhanced Code-Mixed Information Retrieval—0
Uncertainty Prediction Neural Network (UpNet): Embedding Artificial Neural Network in Bayesian Inversion Framework to Quantify the Uncertainty of Remote Sensing RetrievalCode0
M3DocRAG: Multi-modal Retrieval is What You Need for Multi-page Multi-document Understanding—0
Advanced RAG Models with Graph Structures: Optimizing Complex Knowledge Reasoning and Text Generation—0
LEGO-GraphRAG: Modularizing Graph-based Retrieval-Augmented Generation for Design Space Exploration—0
Data Fusion of Synthetic Query Variants With Generative Large Language ModelsCode0
Select2Plan: Training-Free ICL-Based Planning through VQA and Memory Retrieval—0
Input-Driven Dynamics for Robust Memory Retrieval in Hopfield NetworksCode0
Reproducible Hybrid Time-Travel Retrieval in Evolving Corpora—0
Fine-Grained Guidance for Retrievers: Leveraging LLMs' Feedback in Retrieval-Augmented Generation—0
Bridging Personalization and Control in Scientific Personalized Search—0
WASHtsApp -- A RAG-powered WhatsApp Chatbot for supporting rural African clean water access, sanitation and hygiene—0
JPEC: A Novel Graph Neural Network for Competitor Retrieval in Financial Knowledge Graphs—0
PersianRAG: A Retrieval-Augmented Generation System for Persian Language—0
CAD-NeRF: Learning NeRFs from Uncalibrated Few-view Images by CAD Model Retrieval—0
Exploring Optimal Transport-Based Multi-Grained Alignments for Text-Molecule Retrieval—0
Prompting with Phonemes: Enhancing LLM Multilinguality for non-Latin Script Languages—0
SPECTRUM: Semantic Processing and Emotion-informed video-Captioning Through Retrieval and Understanding Modalities—0
MM-Embed: Universal Multimodal Retrieval with Multimodal LLMs—0
Extracting Unlearned Information from LLMs with Activation Steering—0
Data Extraction Attacks in Retrieval-Augmented Generation via Backdoors—0
Efficient Medical Image Retrieval Using DenseNet and FAISS for BIRADS Classification—0
Entropic Hetero-Associative MemoryCode0
Infant Agent: A Tool-Integrated, Logic-Driven Agent with Cost-Effective API Usage—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53—Unverified
2ElasticsearchQueries per second21.8—Unverified
3BM25-PTQueries per second6.49—Unverified
4Rank-BM25Queries per second1.18—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88—Unverified
2ElasticsearchQueries per second7.11—Unverified
3Rank-BM25Queries per second0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85—Unverified
2ElasticsearchQueries per second12.16—Unverified
3Rank-BM25Queries per second0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32—Unverified
2RA-VQARecall@582.84—Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55—Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222—Unverified