Publications: sentiment

Semantic model representation for human's pre-conceived notions in Arabic text with applications to sentiment mining

Opinion mining is becoming of high importance with the availability of opinionated data on the Internet and the different applications it can be used for. Intensive efforts have been made to develop

ASEM: Enhancing Empathy in Chatbot through Attention-based Sentiment and Emotion Modeling

Effective feature representations play a critical role in enhancing the performance of text generation models that rely on deep neural networks. However, current approaches suffer from several drawb

A Review on Challenging Issues in Arabic Sentiment Analysis

Understanding what people think about an idea or how they evaluate a product, a service or a policy is important for individuals, companies and governments. Sentiment analysis is the process of auto