Antonios Dimakis @antoniosdimakis.bsky.social · 25/07/2025We implement our method for Greek, and experiment on a proverb dataset. We therefore very cheaply extend NLU coverage of models pre-trained on just the standard to almost every Greek dialect. After normalizing we even find cultural insights which were previously obscured! 3/4 110
Antonios Dimakis @antoniosdimakis.bsky.social · 25/07/2025"Dialect Normalization using Large Language Models and Morphological Rules" By applying rule-based, linguistically informed transformations to the input before passing it to a LLM, with targeted few-shot prompting, we can obtain high-quality normalized outputs. 2/4 100
Antonios Dimakis @antoniosdimakis.bsky.social · 25/07/2025How can we make models understand dialectal input, even in dialects with very little data available? Our work indicates that Rule-Based Normalization can significantly help. If you're at #ACL2025, check out our poster on Monday at 6pm! aclanthology.org/2025.finding... 1/4 120