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 8401–8450 of 14297 papers

TitleStatusHype
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
Multilingual Representation Distillation with Contrastive Learning—0
Multi-modal Alignment using Representation Codebook—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
Agent-centric Information Access—0
Enhancing Dual-Encoders with Question and Answer Cross-Embeddings for Answer Retrieval—0
Exploring Uncertainty Measures for Image-Caption Embedding-and-Retrieval Task—0
Multilingual Medical Question Answering and Information Retrieval for Rural Health Intelligence Access—0
Enhancing Documents with Multidimensional Relevance Statements in Cross-encoder Re-ranking—0
Enhancing Document Retrieval for Curating N-ary Relations in Knowledge Bases—0
A PSO Strategy of Finding Relevant Web Documents using a New Similarity Measure—0
Enhancing Document Ranking with Task-adaptive Training and Segmented Token Recovery Mechanism—0
Enhancing Distractor Generation for Multiple-Choice Questions with Retrieval Augmented Pretraining and Knowledge Graph Integration—0
CHAIN: Exploring Global-Local Spatio-Temporal Information for Improved Self-Supervised Video Hashing—0
A Comprehensive Survey of Knowledge-Based Vision Question Answering Systems: The Lifecycle of Knowledge in Visual Reasoning Task—0
CG-RAG: Research Question Answering by Citation Graph Retrieval-Augmented LLMs—0
Enhancing Cross-lingual Sentence Embedding for Low-resource Languages with Word Alignment—0
Enhancing Cross-Language Code Translation via Task-Specific Embedding Alignment in Retrieval-Augmented Generation—0
CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog Evaluation—0
A Proposed Large Language Model-Based Smart Search for Archive System—0
An Open-Source Web-Based Tool for Evaluating Open-Source Large Language Models Leveraging Information Retrieval from Custom Documents—0
CG-Net: Conditional GIS-aware Network for Individual Building Segmentation in VHR SAR Images—0
A Proposed Conceptual Framework for a Representational Approach to Information Retrieval—0
Agent Assist through Conversation Analysis—0
Multi-Lingual Malaysian Embedding: Leveraging Large Language Models for Semantic Representations—0
Multilingual Open QA on the MIA Shared Task—0
Multimodal Entity Tagging with Multimodal Knowledge Base—0
Enhancing Code Translation in Language Models with Few-Shot Learning via Retrieval-Augmented Generation—0
Enhancing Code Consistency in AI Research with Large Language Models and Retrieval-Augmented Generation—0
Read and Think: An Efficient Step-wise Multimodal Language Model for Document Understanding and Reasoning—0
Enhancing Cluster Resilience: LLM-agent Based Autonomous Intelligent Cluster Diagnosis System and Evaluation Framework—0
Enhancing Cache-Augmented Generation (CAG) with Adaptive Contextual Compression for Scalable Knowledge Integration—0
CFO: A Framework for Building Production NLP Systems—0
A Proposal of Automatic Error Correction in Text—0
SeRTS: Self-Rewarding Tree Search for Biomedical Retrieval-Augmented Generation—0
Enhancing Automatic Term Extraction with Large Language Models via Syntactic Retrieval—0
C-FedRAG: A Confidential Federated Retrieval-Augmented Generation System—0
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models—0
A Proposal for Intelligent Agents with Episodic Memory—0
A Genetic Algorithm for Obtaining Memory Constrained Near-Perfect Hashing—0
Neural Approaches to Multilingual Information Retrieval—0
Multilingual Evaluation of Semantic Textual Relatedness—0
Enhancing Aspect Term Extraction with Soft Prototypes—0
Enhancing Answer Attribution for Faithful Text Generation with Large Language Models—0
A Proposal-based Approach for Activity Image-to-Video Retrieval—0
Enhancing 2D Representation via Adjacent Views for 3D Shape Retrieval—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