Antonios Dimakis — accepted AI-conference papers

2025

Dialect Normalization using Large Language Models and Morphological Rules

Antonios Dimakis, John Pavlopoulos, Antonios Anastasopoulos

ACL 2025finding

Natural language understanding systems struggle with low-resource languages, including many dialects of high-resource ones. Dialect-to-standard normalization attempts to tackle this issue by transforming dialectal text so that it can be used by standard-language tools downstream. In this study, we t…

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2024

Dictionary-Aided Translation for Handling Multi-Word Expressions in Low-Resource Languages

Antonios Dimakis, Stella Markantonatou, Antonios Anastasopoulos

ACL 2024findings

Multi-word expressions (MWEs) present unique challenges in natural language processing (NLP), particularly within the context of translation systems, due to their inherent scarcity, non-compositional nature, and other distinct lexical and morphosyntactic characteristics, issues that are exacerbated…

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