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 7701–7750 of 14297 papers

TitleStatusHype
HiQA: A Hierarchical Contextual Augmentation RAG for Multi-Documents QA—0
Leveraging Implicit Spatial Information in Global Features for Image Retrieval—0
HiPerRAG: High-Performance Retrieval Augmented Generation for Scientific Insights—0
Leveraging Knowledge in Multilingual Commonsense Reasoning—0
RPR-Net: A Point Cloud-based Rotation-aware Large Scale Place Recognition Network—0
HindiWSD: A package for word sense disambiguation in Hinglish & Hindi—0
Hindi-BEIR : A Large Scale Retrieval Benchmark in Hindi—0
Hindi as a Second Language: Improving Visually Grounded Speech with Semantically Similar Samples—0
Leveraging Large Vision-Language Model as User Intent-aware Encoder for Composed Image Retrieval—0
Leveraging Lecture Content for Improved Feedback: Explorations with GPT-4 and Retrieval Augmented Generation—0
RimiRec: Modeling Refined Multi-interest in Hierarchical Structure for Recommendation—0
Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation—0
Leveraging LLM for Automated Ontology Extraction and Knowledge Graph Generation—0
Enabling and Analyzing How to Efficiently Extract Information from Hybrid Long Documents with LLMs—0
Corpus-informed Retrieval Augmented Generation of Clarifying Questions—0
HijackRAG: Hijacking Attacks against Retrieval-Augmented Large Language Models—0
Leveraging LLMs for Utility-Focused Annotation: Reducing Manual Effort for Retrieval and RAG—0
Leveraging Local and Global Descriptors in Parallel to Search Correspondences for Visual Localization—0
Hi, how can I help you?: Automating enterprise IT support help desks—0
High-throughput lensless whole slide imaging via continuous height-varying modulation of tilted sensor—0
Corpus COFLA: A research corpus for the Computational study of Flamenco Music—0
Leveraging Multi-lingual Positive Instances in Contrastive Learning to Improve Sentence Embedding—0
Attentive Representation Learning with Adversarial Training for Short Text Clustering—0
Leveraging Query Resolution and Reading Comprehension for Conversational Passage Retrieval—0
A Meta-embedding-based Ensemble Approach for ICD Coding Prediction—0
Leveraging Retrieval-Augmented Generation for Persian University Knowledge Retrieval—0
A Cascading Cooperative Multi-agent Framework for On-ramp Merging Control Integrating Large Language Models—0
Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering—0
Breaking the Hourglass Phenomenon of Residual Quantization: Enhancing the Upper Bound of Generative Retrieval—0
Leveraging Sparsity for Efficient Submodular Data Summarization—0
High-Throughput and Language-Agnostic Entity Disambiguation and Linking on User Generated Data—0
High resolution functional imaging through Lorentz transmission electron microscopy and differentiable programming—0
High-resolution canopy height map in the Landes forest (France) based on GEDI, Sentinel-1, and Sentinel-2 data with a deep learning approach—0
Leveraging User-Generated Metadata of Online Videos for Cover Song Identification—0
High Recall, Small Data: The Challenges of Within-System Evaluation in a Live Legal Search System—0
Corpora for Cross-Language Information Retrieval in Six Less-Resourced Languages—0
Leveraging Weakly Annotated Data for Fashion Image Retrieval and Label Prediction—0
Leveraging web resources for keyword assignment to short text documents—0
High-Rate Quantum Private Information Retrieval with Weakly Self-Dual Star Product Codes—0
Highlighting What Matters: Promptable Embeddings for Attribute-Focused Image Retrieval—0
CORONA: A Coarse-to-Fine Framework for Graph-based Recommendation with Large Language Models—0
High Fidelity Semantic Shape Completion for Point Clouds using Latent Optimization—0
Efficient data transport over multimode light-pipes with Megapixel images using differentiable ray tracing and Machine-learning—0
Attentive Deep Neural Networks for Legal Document Retrieval—0
A Medical Pre-Diagnosis System for Histopathological Image of Breast Cancer—0
Lexical Representation \& Retrieval on Monolingual Interpretative text production—0
Hi-Gen: Generative Retrieval For Large-Scale Personalized E-commerce Search—0
Hierarchy Neighborhood Discriminative Hashing for An Unified View of Single-Label and Multi-Label Image retrieval—0
Lexicon-Enhanced Self-Supervised Training for Multilingual Dense Retrieval—0
CoRet: Improved Retriever for Code Editing—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