Papers with low-resource historical scripts
Digitizing Nepal’s Written Heritage: A Comprehensive HTR Pipeline for Old Nepali Manuscripts (2026.acl-long)
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| Challenge: | Using a line-level transcription approach, we explore encoder-decoder architectures and data-centric techniques to improve recognition accuracy for Old Nepali manuscripts. |
| Approach: | They propose a line-level transcription approach and explore encoder-decoder architectures and data-centric techniques to improve recognition accuracy. |
| Outcome: | The proposed model achieves a 4.9% error rate and is highly reliable. |