Multilingual, monolingual and mono-dialectal transfer learning for Moroccan Arabic sentiment classification

Cross-Multilingual, Cross-Lingual and Monolingual Transfer Learning For Arabic Dialect Sentiment Classification

Abstract Transfer learning have recently proven to be very powerful in diverse Natural lan

Semi-supervised and Transfer learning approaches for low resource sentiment classification

Sentiment classification involves quantifying the affective reaction of a human to a document, media

Improving Dialectal Sentiment Analysis: A Contextual Approach Using Multilingual Embeddings for Darija and Other Arabic Dialects Transcoding

NollySenti: Leveraging Transfer Learning and Machine Translation for Nigerian Movie Sentiment Classification

Africa has over 2000 indigenous languages but they are under-represented in NLP research due to lack of datasets. In recent years, there have been progress in developing labeled corpora for African languages. However, they are often available in a single domain

Automatic classification of multilingual occupations using transfer learning

Socio-economic research often requires detailed information on individual occupations in order to st

Cross-Dialectal Transfer for Low-Resource Arabic: The Tunisian Arabic Dependency Treebank