Titlebook: Document Analysis Systems; 16th IAPR Internatio Giorgos Sfikas,George Retsinas Conference proceedings 2024 The Editor(s) (if applicable) an

Vasoconstrictor

GREEN

flimsy

detection capabilities. This work underscores the importance of OCR confidence scores in improving detection accuracy and reveals substantial disparities in performance between commercial and open-source OCR technologies.

刺穿

CHANT

PLUMP

Error Correction of Japanese Character-Recognition in Answers to Writing-Type Questions Using T5cognition model with confidence scores to learn additional patterns of recognition errors. The experimental results revealed that the answers corrected by the proposed method were closer to the actual answers than those before the correction and data augmentation was effective for the correction model.

ARCH

ion-tuning performance ranges from 11x to 32x of zero-shot performance and from 0.1% to 4.2% over non-instruction (traditional task) finetuning. Despite the gains, these still fall short of human performance (94.36%), implying there’s much room for improvement.

Migratory

Instruction Makes a Differenceion-tuning performance ranges from 11x to 32x of zero-shot performance and from 0.1% to 4.2% over non-instruction (traditional task) finetuning. Despite the gains, these still fall short of human performance (94.36%), implying there’s much room for improvement.

spondylosis

被诅咒的人

on. To our knowledge, our proposed method is the first to integrate recurrent memory mechanisms with the transformer architecture specialized for multi-page document VQA. Extensive experiments demonstrate that our proposed method achieves state-of-the-art performance while maintaining a manageable model size.