A fine-tuning paradigm that prompts MLLMs to self-generate OCR text before translating document images improves DIMT quality and reduces catastrophic forgetting of OCR.
Title resolution pending
1 Pith paper cite this work, alongside 21 external citations. Polarity classification is still indexing.
1
Pith paper citing it
21
external citations · OpenAlex
fields
cs.CL 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Improving MLLM's Document Image Machine Translation via Synchronously Self-reviewing Its OCR Proficiency
A fine-tuning paradigm that prompts MLLMs to self-generate OCR text before translating document images improves DIMT quality and reduces catastrophic forgetting of OCR.