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README.md

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 A multilingual punctuation restoration model based on Gemma-3-1b.
 
-Paper: <a href="https://arxiv.org/abs/2506.03793v1" target="_blank" rel="noopener noreferrer">Mark My Words: A Robust Multilingual Model for Punctuation in Text and Speech Transcripts <img src="https://huggingface.co/ai4bharat/Cadence/resolve/main/arxiv_logo.svg" alt="arXiv" style="height: 1em; vertical-align: middle;"></a>
+Paper: <a href="https://arxiv.org/abs/2506.03793v1" target="_blank" rel="noopener noreferrer"><img src="https://huggingface.co/ai4bharat/Cadence/resolve/main/arxiv_logo.svg" alt="arXiv" style="height: 1em; vertical-align: middle;">Mark My Words: A Robust Multilingual Model for Punctuation in Text and Speech Transcripts</a>
 
 ## Features
 - **Multilingual Support**: English + 22 Indic languages