Papers by Ruihua Qi
Enhancing Multimodal Large Language Models for Ancient Chinese Character Evolution Analysis via Glyph-Driven Fine-Tuning (2026.acl-long)
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| Challenge: | Existing studies have explored the evolutionary analysis of ancient scripts, with particular attention to the transformation of character forms from oracle bone inscriptions to regular script. |
| Approach: | They propose a benchmark framework that leverages MLLMs to analyze the evolution of ancient Chinese scripts. |
| Outcome: | The proposed framework improves performance on core tasks and character recognition and evolutionary reasoning tasks while limiting performance on other tasks. |