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 8351–8400 of 14297 papers

TitleStatusHype
Multi-Field Adaptive Retrieval—0
Enhancing Model Performance in Multilingual Information Retrieval with Comprehensive Data Engineering Techniques—0
Enhancing Long-Term Memory using Hierarchical Aggregate Tree for Retrieval Augmented Generation—0
Challenging deep image descriptors for retrieval in heterogeneous iconographic collections—0
Enhancing Long Context Performance in LLMs Through Inner Loop Query Mechanism—0
Enhancing LLMs for Impression Generation in Radiology Reports through a Multi-Agent System—0
Challenging Decoder helps in Masked Auto-Encoder Pre-training for Dense Passage Retrieval—0
Agentic AI for Improving Precision in Identifying Contributions to Sustainable Development Goals—0
Evaluation of Field-Aware Neural Ranking Models for Recipe Search—0
Enhancing LLM Intelligence with ARM-RAG: Auxiliary Rationale Memory for Retrieval Augmented Generation—0
Enhancing LLM Generation with Knowledge Hypergraph for Evidence-Based Medicine—0
Challenges in Information-Seeking QA: Unanswerable Questions and Paragraph Retrieval—0
Enhancing Legal Document Retrieval: A Multi-Phase Approach with Large Language Models—0
Challenges in Generalization in Open Domain Question Answering—0
Enhancing Large Language Models with Reward-guided Tree Search for Knowledge Graph Question and Answering—0
A Comprehensive Survey on AI-based Methods for Patents—0
Enhancing Large Language Model Performance To Answer Questions and Extract Information More Accurately—0
Enhancing LambdaMART Using Oblivious Trees—0
Agentic AI-Driven Technical Troubleshooting for Enterprise Systems: A Novel Weighted Retrieval-Augmented Generation Paradigm—0
Multi-feature Distance Metric Learning for Non-rigid 3D Shape Retrieval—0
Multi-feature Fusion for Image Retrieval Using Constrained Dominant Sets—0
MultiFinRAG: An Optimized Multimodal Retrieval-Augmented Generation (RAG) Framework for Financial Question Answering—0
Multi-Grained Attention Network With Mutual Exclusion for Composed Query-Based Image Retrieval—0
Challenge Closed-book Science Exam: A Meta-learning Based Question Answering System—0
Enhancing Knowledge Retrieval with In-Context Learning and Semantic Search through Generative AI—0
MuLTI: Efficient Video-and-Language Understanding with Text-Guided MultiWay-Sampler and Multiple Choice Modeling—0
Enhancing Interactive Image Retrieval With Query Rewriting Using Large Language Models and Vision Language Models—0
AMR-RE: Abstract Meaning Representations for Retrieval-Based In-Context Learning in Relation Extraction—0
Chain of Thought Prompt Tuning in Vision Language Models—0
A Comprehensive Survey of Retrieval-Augmented Generation (RAG): Evolution, Current Landscape and Future Directions—0
Enhancing Image Retrieval : A Comprehensive Study on Photo Search using the CLIP Mode—0
Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems—0
Multi-Cue Zero-Shot Learning with Strong Supervision—0
Multi-Facet Blending for Faceted Query-by-Example Retrieval—0
Enhancing Health Information Retrieval with RAG by Prioritizing Topical Relevance and Factual Accuracy—0
Enhancing Healthcare through Large Language Models: A Study on Medical Question Answering—0
Chain-of-Thought in Large Language Models: Decoding, Projection, and Activation—0
Enhancing Financial Time-Series Forecasting with Retrieval-Augmented Large Language Models—0
AGENT-CQ: Automatic Generation and Evaluation of Clarifying Questions for Conversational Search with LLMs—0
Entity Retrieval for Answering Entity-Centric Questions—0
Learning Test-time Augmentation for Content-based Image Retrieval—0
Chain-of-Retrieval Augmented Generation—0
Enhancing Fact Retrieval in PLMs through Truthfulness—0
Enhancing Exploratory Learning through Exploratory Search with the Emergence of Large Language Models—0
Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models—0
APVR: Hour-Level Long Video Understanding with Adaptive Pivot Visual Information Retrieval—0
Multi-Class Quantum Convolutional Neural Networks—0
Multifaceted Improvements for Conversational Open-Domain Question Answering—0
Enhancing E-commerce Product Title Translation with Retrieval-Augmented Generation and Large Language Models—0
Enhancing Dynamic Image Advertising with Vision-Language Pre-training—0
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All datasetsQuora Question PairsHotpotQANatural QuestionsOK-VQAInfoSeekMVKPolyvorePubMedQAPubMedQA corpus with metadataToolLensคลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

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