Papers by Anh Trac Duc Dinh
When Morphology Hides in Plain Sight: Breaking the Isolation in Vietnamese and Beyond (2026.acl-long)
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| Challenge: | Adaptive Boundary-Token Fusion and a Morpheme-Aware Attention Bias are used to encode monosyllabic morphemes. |
| Approach: | They propose a morpheme-aware Transformer that augments a pretrained Vietnamese encoder with two lightweight inductive biases. |
| Outcome: | The proposed morpheme-aware Transformer outperforms strong baselines on Vietnamese POS, NER, and sentence-level classification benchmarks. |