Author

Aditya Joshi

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#artificial intelligence Review Sep 2026

BARRAC: Adaptation of an English Aspect-based Sentiment Analysis Approach for Classification Tasks in Arabic Dialects

With the rapid growth of Arabic NLP, several models, datasets and benchmarks have been reported. This paper asks whether approaches developed for majority languages like English can be adapted to Arabic tasks. We adapt an English aspect-based sentiment analysis framework to Arabic classification tasks and present the a...

Ali Almutairi, Gelareh Mohammadi, Imran Razzak et al. · 0 citations

#natural language process... Jul 2026

DiaLLM: An Investigation into the Robustness-Generation Gap in English Dialect Adaptation

DiaLLM is introduced, which continually pretrains three open-weight language model families on the International Corpus of English and applies implicit and explicit post-training paradigms, each combined with three model alignment strategies, giving the first controlled comparison of these components across Australian,...

Jordan Painter, Dipankar Srirag, Adarsh Kappiyath et al. · arXiv.org · 1 citation · ⚡1