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Improving OCR Faithfulness via Gated and Attenuated On-Policy Distillation
Vision-language models may rewrite anomalous text in images into linguistically plausible expressions, compromising OCR transcription faithfulness. Sequence-level task rewards and local teacher guidance are complementary, but guidance from the same teacher may not remain equally…
AI Summary & Key Takeaways
- Vision-language models may rewrite anomalous text in images into linguistically plausible expressions, compromising OCR transcription faithfulness
- Sequence-level task rewards and local teacher guidance are complementary, but guidance from the same teacher may not remain equally…
Improving OCR Faithfulness via Gated and Attenuated On-Policy Distillation
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