Hope is an inherent part of human life and essential for improving the quality of life. Hope increases happiness and reduces stress and feelings of helplessness. Hope speech is the desired outcome for better and can be studied using text from various online sources where people express their desires and outcomes. In this paper, we address a deep-learning approach with a combination of linguistic and psycholinguistic features for hope-speech detection. We report our best results submitted to LT-EDI-2022 which ranked 2 nd and 3 rd in English and Spanish respectively.
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Balouchzahi et al. (2022) studied this question.