SOTAVerified

Attribute Extraction

Papers

Showing 1120 of 59 papers

TitleStatusHype
LLM-Ensemble: Optimal Large Language Model Ensemble Method for E-commerce Product Attribute Value Extraction0
Zero-shot Classification using Hyperdimensional Computing0
Zero-shot Building Attribute Extraction from Large-Scale Vision and Language Models0
Enhanced E-Commerce Attribute Extraction: Innovating with Decorative Relation Correction and LLAMA 2.0-Based Annotation0
Automated Attribute Extraction from Legal Proceedings0
An Empirical Evaluation of Prompting Strategies for Large Language Models in Zero-Shot Clinical Natural Language Processing0
Multispectral Indices for Wildfire Management0
PUMGPT: A Large Vision-Language Model for Product Understanding0
Large Scale Generative Multimodal Attribute Extraction for E-commerce Attributes0
Schema-Driven Information Extraction from Heterogeneous TablesCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InstrucTE (zero-shot)Avg F195.7Unverified
2DOM-LMAvg F194.2Unverified