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Enhanced Relation Extraction in VRDs by aloksurabhivermaofficial is a document available to read on EtoBox.
What is Enhanced Relation Extraction in VRDs about?
This paper presents a LayoutLMv3-based model aimed at enhancing Relation Extraction (RE) in Visually-Rich Documents (VRD), achieving state-of-the-art performance without the need for specific pre-training and with fewer parameters. The authors conduct an extensive ablation study to analyze the impact of various features and model choices on RE performance. The study emphasizes the importance of geometric and semantic information in improving RE tasks, particularly in the context of unstructured document und
- Author
- aloksurabhivermaofficial
- Language
- EN