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 8301–8350 of 14297 papers

TitleStatusHype
MRNN: A Multi-Resolution Neural Network with Duplex Attention for Document Retrieval in the Context of Question Answering—0
Enhancing Software-Related Information Extraction via Single-Choice Question Answering with Large Language Models—0
Enhancing Scientific Reproducibility Through Automated BioCompute Object Creation Using Retrieval-Augmented Generation from Publications—0
Characterizing Attribution and Fluency Tradeoffs for Retrieval-Augmented Large Language Models—0
Enhancing Robustness of Retrieval-Augmented Language Models with In-Context Learning—0
Enhancing Retrieval Systems with Inference-Time Logical Reasoning—0
Characterization of migrated seismic volumes using texture attributes: a comparative study—0
Enhancing Retrieval Processes for Language Generation with Augmented Queries—0
Enhancing Retrieval Performance: An Ensemble Approach For Hard Negative Mining—0
Characteristics of Dataset Retrieval Sessions: Experiences from a Real-life Digital Library—0
Characteristics Matching Based Hash Codes Generation for Efficient Fine-grained Image Retrieval—0
Enhancing Retrieval for ESGLLM via ESG-CID -- A Disclosure Content Index Finetuning Dataset for Mapping GRI and ESRS—0
ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation—0
Agentic Mixture-of-Workflows for Multi-Modal Chemical Search—0
Gaining Extra Supervision via Multi-task learning for Multi-Modal Video Question Answering—0
MRSE: An Efficient Multi-modality Retrieval System for Large Scale E-commerce—0
Multi-Auxiliary Augmented Collaborative Variational Auto-encoder for Tag Recommendation—0
Multi-Granularity Representations of Dialog—0
Multi-Modal Financial Time-Series Retrieval Through Latent Space Projections—0
Multi-Server Private Linear Computation with Joint and Individual Privacy Guarantees—0
Enhancing Retrieval-Augmented LMs with a Two-stage Consistency Learning Compressor—0
Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy—0
Character is Destiny: Can Role-Playing Language Agents Make Persona-Driven Decisions?—0
Character-focused Video Thumbnail Retrieval—0
Arabic to English Person Name Transliteration using Twitter—0
Enhancing Remote Sensing Image Retrieval with Triplet Deep Metric Learning Network—0
Enhancing Relevance of Embedding-based Retrieval at Walmart—0
Enhancing Question Answering Precision with Optimized Vector Retrieval and Instructions—0
Enhancing Question Answering for Enterprise Knowledge Bases using Large Language Models—0
Character Alignment in Morphologically Complex Translation Sets for Related Languages—0
Arabic Textual Entailment with Word Embeddings—0
Agentic Large Language Models, a survey—0
Enhancing Q&A Text Retrieval with Ranking Models: Benchmarking, fine-tuning and deploying Rerankers for RAG—0
Enhancing Product Search Interfaces with Sketch-Guided Diffusion and Language Agents—0
Channel Recurrent Attention Networks for Video Pedestrian Retrieval—0
Enhancing Performance on Seen and Unseen Dialogue Scenarios using Retrieval-Augmented End-to-End Task-Oriented System—0
Enhancing Patent Retrieval using Text and Knowledge Graph Embeddings: A Technical Note—0
Changes in Power and Information Flow in Resting-state EEG by Working Memory Process—0
Arabic Text Mining—0
Enhancing Pancreatic Cancer Staging with Large Language Models: The Role of Retrieval-Augmented Generation—0
Change Detection under Global Viewpoint Uncertainty—0
Enhancing Online Learning Efficiency Through Heterogeneous Resource Integration with a Multi-Agent RAG System—0
Arabic Text Categorization Algorithm using Vector Evaluation Method—0
Agentic Information Retrieval—0
M-RAG: Reinforcing Large Language Model Performance through Retrieval-Augmented Generation with Multiple Partitions—0
Arabic Retrieval Revisited: Morphological Hole Filling—0
3D scene reconstruction from monocular spherical video with motion parallax—0
Enhancing Multilingual Information Retrieval in Mixed Human Resources Environments: A RAG Model Implementation for Multicultural Enterprise—0
Enhancing Multi-Image Question Answering via Submodular Subset Selection—0
Challenging Instances are Worth Learning: Generating Valuable Negative Samples for Response Selection Training—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