Cadence is a multilingual punctuation restoration model for 22 Indian languages and English that adapts Gemma-3-1B with bidirectional attention and Masked Next Token Prediction, reporting state-of-the-art macro F1 against two older baselines.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Mark My Words: A Robust Multilingual Model for Punctuation in Text and Speech Transcripts
Cadence is a multilingual punctuation restoration model for 22 Indian languages and English that adapts Gemma-3-1B with bidirectional attention and Masked Next Token Prediction, reporting state-of-the-art macro F1 against two older baselines.