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Concept Direction Reliability Across Languages with Different Tokenizer Fertility
Muhammad Abdullahi Said, Abass Oguntade, Elisha Komolafe +3
Extracted sentiment directions can vary across samples even when downstream sentiment classification remains accurate. To evaluate direction reproducibility, we measure split-half…
A Deep Convolutional Neural Network-based Model for Aspect and Polarity Classification in Hausa Movie Reviews
Umar Ibrahim, Abubakar Yakubu Zandam, Fatima Muhammad Adam +1
Aspect-based Sentiment Analysis (ABSA) is crucial for understanding sentiment nuances in text, especially across diverse languages and cultures. This paper introduces a novel Deep…
Detection and Analysis of Offensive Online Content in Hausa Language
Fatima Muhammad Adam, Abubakar Yakubu Zandam, Isa Inuwa-Dutse
Hausa, a major Chadic language spoken by over 100 million people mostly in West Africa is considered a low-resource language from a computational linguistic perspective. This class…