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 13451–13500 of 14297 papers

TitleStatusHype
Understanding Retrieval-Augmented Task Adaptation for Vision-Language Models—0
Zero-shot Musical Stem Retrieval with Joint-Embedding Predictive Architectures—0
Understanding Scanned Receipts—0
Understanding Social Structures from Contemporary Literary Fiction using Character Interaction Graph -- Half Century Chronology of Influential Bengali Writers—0
Understanding Synthetic Context Extension via Retrieval Heads—0
Word-Entity Duet Representations for Document Ranking—0
On Elastic Language Models—0
Understanding the Logical and Semantic Structure of Large Documents—0
Understanding the RoPE Extensions of Long-Context LLMs: An Attention Perspective—0
Understanding Transformer Reasoning Capabilities via Graph Algorithms—0
Optimizing Top Precision Performance Measure of Content-Based Image Retrieval by Learning Similarity Function—0
Underutilized land and sustainable development: effects on employment, economic output, and mitigation of CO2 emissions—0
Une Approche de Recherche d'Information Structur\'ee fond\'ee sur la Correction d'Erreurs \`a l'Indexation des Documents (Structured Information Retrieval Approach based on Indexing Time Error Correction) [in French]—0
u-net CNN based fourier ptychography—0
Unexplored Frontiers: A Review of Empirical Studies of Exploratory Search—0
Unfolded Algorithms for Deep Phase Retrieval—0
Unfolded Self-Reconstruction LSH: Towards Machine Unlearning in Approximate Nearest Neighbour Search—0
Unfolding-Aided Bootstrapped Phase Retrieval in Optical Imaging—0
Optimizing the Interface Between Knowledge Graphs and LLMs for Complex Reasoning—0
Optimizing the Information Retrieval Trade-off in Data Visualization Using -Divergence—0
Uni3DL: Unified Model for 3D and Language Understanding—0
Optimizing Retrieval-Augmented Generation of Medical Content for Spaced Repetition Learning—0
Word-Graph2vec: An efficient word embedding approach on word co-occurrence graph using random walk technique—0
UniCat: Crafting a Stronger Fusion Baseline for Multimodal Re-Identification—0
Unicoder-VL: A Universal Encoder for Vision and Language by Cross-modal Pre-training—0
Optimizing Retrieval Augmented Generation for Object Constraint Language—0
UniDiff: Advancing Vision-Language Models with Generative and Discriminative Learning—0
Optimizing Retrieval-Augmented Generation: Analysis of Hyperparameter Impact on Performance and Efficiency—0
WordNet-Based Information Retrieval Using Common Hypernyms and Combined Features—0
Optimizing Retrieval-Augmented Generation with Elasticsearch for Enhanced Question-Answering Systems—0
Unified Approach to Secret Sharing and Symmetric Private Information Retrieval with Colluding Servers in Quantum Systems—0
Unified Batch All Triplet Loss for Visible-Infrared Person Re-identification—0
Optimizing Ranking Systems Online as Bandits—0
Optimizing Ranking Measures for Compact Binary Code Learning—0
Unified Embedding and Metric Learning for Zero-Exemplar Event Detection—0
Unified Embedding Based Personalized Retrieval in Etsy Search—0
Unified Generative and Discriminative Training for Multi-modal Large Language Models—0
Optimizing Rank-Based Metrics With Blackbox Differentiation—0
Unified Language Representation for Question Answering over Text, Tables, and Images—0
Unified Loss of Pair Similarity Optimization for Vision-Language Retrieval—0
Unified Multimodal Interleaved Document Representation for Retrieval—0
Unified Multimodal Pre-training and Prompt-based Tuning for Vision-Language Understanding and Generation—0
TIGeR: Unifying Text-to-Image Generation and Retrieval with Large Multimodal Models—0
Unified vector space mapping for knowledge representation systems—0
Unified Vision-Language Representation Modeling for E-Commerce Same-Style Products Retrieval—0
Optimizing RAG Techniques for Automotive Industry PDF Chatbots: A Case Study with Locally Deployed Ollama Models—0
Words are all you need? Language as an approximation for human similarity judgments—0
UnifieR: A Unified Retriever for Large-Scale Retrieval—0
Uniform Convergence with Square-Root Lipschitz Loss—0
Words Blending Boxes. Obfuscating Queries in Information Retrieval using Differential Privacy—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