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information extraction 1large language models 1low-resource domains 1product attribute extraction 1two-step validation 1

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most citedA Transfer Learning Evaluation of Deep Neural Networks for Image Classification

64 citations · 112 across the 5 of their papers we have counts for

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cs.CL2026

Enhancing Generative Information Extraction with Two-step Validation: A Product Attribute Use Case

Yi-Sheng Hsu, Nermeen Abou Baker, Uwe Handmann

The paper proposes a two-step validation approach that combines a pretrained language model with a large language model to improve generative information extraction of product attr…