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
Evaluating Transferability in Retrieval Tasks: An Approach Using MMD and Kernel Methods—0
Leveraging Implicit Spatial Information in Global Features for Image Retrieval—0
A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science—0
Evaluating the Stability of Semantic Concept Representations in CNNs for Robust Explainability—0
Machine learning approach for text and document mining—0
Machine Learning, Clustering, and Polymorphy—0
Leveraging Large Language Models for Medical Information Extraction and Query Generation—0
Binary Paragraph Vectors—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
Evaluating the Retrieval Component in LLM-Based Question Answering Systems—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
Leveraging LLMs for Multimodal Retrieval-Augmented Radiology Report Generation via Key Phrase Extraction—0
CiteFix: Enhancing RAG Accuracy Through Post-Processing Citation Correction—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
Evaluating the reliability of acoustic speech embeddings—0
Leveraging Memory Retrieval to Enhance LLM-based Generative Recommendation—0
3PointTM: Faster Measurement of High-Dimensional Transmission Matrices—0
Leveraging Multi-lingual Positive Instances in Contrastive Learning to Improve Sentence Embedding—0
Machine Learning Approaches for Amharic Parts-of-speech Tagging—0
Leveraging Query Resolution and Reading Comprehension for Conversational Passage Retrieval—0
Machine Learning for Food Review and Recommendation—0
Leveraging Retrieval-Augmented Generation for Persian University Knowledge Retrieval—0
Machine Reading Comprehension for Answer Re-Ranking in Customer Support Chatbots—0
Leveraging Schema Labels to Enhance Dataset Search—0
LLM-Consensus: Multi-Agent Debate for Visual Misinformation Detection—0
Leveraging Sparsity for Efficient Submodular Data Summarization—0
Evaluating the Effect of Retrieval Augmentation on Social Biases—0
Leveraging Translation For Optimal Recall: Tailoring LLM Personalization With User Profiles—0
Evaluating the Effectiveness of Retrieval-Augmented Large Language Models in Scientific Document Reasoning—0
Leveraging User-Generated Metadata of Online Videos for Cover Song Identification—0
Leveraging Visual Question Answering for Image-Caption Ranking—0
Citations as Queries: Source Attribution Using Language Models as Rerankers—0
Leveraging Weakly Annotated Data for Fashion Image Retrieval and Label Prediction—0
Leveraging web resources for keyword assignment to short text documents—0
Evaluating Temporal Persistence Using Replicability Measures—0
Leveraging Inter-Chunk Interactions for Enhanced Retrieval in Large Language Model-Based Question Answering—0
CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval—0
Lexical Learning as an Online Optimal Experiment: Building Efficient Search Engines through Human-Machine Collaboration—0
Evaluating Stochastic Rankings with Expected Exposure—0
Evaluating Sentence-Level Relevance Feedback for High-Recall Information Retrieval—0
Lexical Networks in !Xung—0
Lexical Representation \& Retrieval on Monolingual Interpretative text production—0
Evaluating Self-Generated Documents for Enhancing Retrieval-Augmented Generation with Large Language Models—0
Lexical Retrieval Hypothesis in Multimodal Context—0
Lexicon-Enhanced Self-Supervised Training for Multilingual Dense Retrieval—0
Aggregating Multiple Bio-Inspired Image Region Classifiers For Effective And Lightweight Visual Place Recognition—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