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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 3801–3850 of 14297 papers

TitleStatusHype
Causal Graphs Meet Thoughts: Enhancing Complex Reasoning in Graph-Augmented LLMsCode0
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering—0
LeCoPCR: Legal Concept-guided Prior Case Retrieval for European Court of Human Rights cases—0
Retrievals Can Be Detrimental: A Contrastive Backdoor Attack Paradigm on Retrieval-Augmented Diffusion Models—0
Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in RecommendationCode0
RPO: Retrieval Preference Optimization for Robust Retrieval-Augmented Generation—0
Large Vision-Language Models for Knowledge-Grounded Data Annotation of MemesCode0
Automatic Fact-Checking with Frame-Semantics—0
StreamingRAG: Real-time Contextual Retrieval and Generation Framework—0
Revisiting CLIP: Efficient Alignment of 3D MRI and Tabular Data using Domain-Specific Foundation ModelsCode0
RAMQA: A Unified Framework for Retrieval-Augmented Multi-Modal Question AnsweringCode0
Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization—0
K-COMP: Retrieval-Augmented Medical Domain Question Answering With Knowledge-Injected CompressorCode0
GraphRAG under Fire—0
RELexED: Retrieval-Enhanced Legal Summarization with Exemplar Diversity—0
CAPRAG: A Large Language Model Solution for Customer Service and Automatic Reporting using Vector and Graph Retrieval-Augmented Generation—0
Deep Learning-Based Identification of Inconsistent Method Names: How Far Are We?—0
WisdomBot: Tuning Large Language Models with Artificial Intelligence Knowledge—0
Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home—0
Hybrid Losses for Hierarchical Embedding LearningCode0
Retrieval-Augmented Neural Field for HRTF Upsampling and PersonalizationCode0
RAG-Reward: Optimizing RAG with Reward Modeling and RLHF—0
Triplet Synthesis For Enhancing Composed Image Retrieval via Counterfactual Image Generation—0
Optimizing Leaky Private Information Retrieval Codes to Achieve O( K) Leakage Ratio Exponent—0
ALoFTRAG: Automatic Local Fine Tuning for Retrieval Augmented GenerationCode0
Multi-Modality Transformer for E-Commerce: Inferring User Purchase Intention to Bridge the Query-Product Gap—0
MASS: Overcoming Language Bias in Image-Text Matching—0
RACCOON: A Retrieval-Augmented Generation Approach for Location Coordinate Capture from News ArticlesCode0
ImageRef-VL: Enabling Contextual Image Referencing in Vision-Language ModelsCode0
Question-to-Question Retrieval for Hallucination-Free Knowledge Access: An Approach for Wikipedia and Wikidata Question Answering—0
KEIR @ ECIR 2025: The Second Workshop on Knowledge-Enhanced Information Retrieval—0
Poison-RAG: Adversarial Data Poisoning Attacks on Retrieval-Augmented Generation in Recommender SystemsCode0
TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation—0
TSVC:Tripartite Learning with Semantic Variation Consistency for Robust Image-Text Retrieval—0
Generative Retrieval for Book search—0
A Method for Multi-Hop Question Answering on Persian Knowledge Graph—0
Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments—0
Multi-modal Fusion and Query Refinement Network for Video Moment Retrieval and Highlight Detection—0
A Resource-Efficient Training Framework for Remote Sensing Text--Image RetrievalCode0
GEC-RAG: Improving Generative Error Correction via Retrieval-Augmented Generation for Automatic Speech Recognition Systems—0
Passage Segmentation of Documents for Extractive Question Answering—0
Dialogue Benchmark Generation from Knowledge Graphs with Cost-Effective Retrieval-Augmented LLMsCode0
Multi-stage Training of Bilingual Islamic LLM for Neural Passage Retrieval—0
AirRAG: Activating Intrinsic Reasoning for Retrieval Augmented Generation via Tree-based Search—0
FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs—0
ArxEval: Evaluating Retrieval and Generation in Language Models for Scientific Literature—0
CyberMentor: AI Powered Learning Tool Platform to Address Diverse Student Needs in Cybersecurity EducationCode0
Conversational Text Extraction with Large Language Models Using Retrieval-Augmented Systems—0
Shape-Based Single Object Classification Using Ensemble Method Classifiers—0
To Retrieve or Not to Retrieve? Uncertainty Detection for Dynamic Retrieval Augmented Generation—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