Update README.md

README.md

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 # Block Diagram Global Information Extractor
 
-It was introduced in the paper "Unveiling the Power of Integration: Block Diagram Summarization through Local-Global Fusion ".
+It was introduced in the paper "Unveiling the Power of Integration: Block Diagram Summarization through Local-Global Fusion".
 
 
 
 ## Model description
 
-This model is trained using a transformer encoder and decoder architecture, based on the configuration specified in [Donut](https://arxiv.org/abs/2111.15664), to extract the global information of block diagrams. The straightforward architecture comprises a visual encoder module and a text decoder module, both based on the Transformer architecture.
+This model is trained using a transformer encoder and decoder architecture, based on the configuration specified in [Donut](https://arxiv.org/abs/2111.15664), to extract the overall summary of block diagram images. It supports both English and Korean languages. The straightforward architecture comprises a visual encoder module and a text decoder module, both based on the Transformer architecture.
 
 
 ## Training dataset