Introducing A large Tunisian Arabizi Dialectal Dataset for Sentiment Analysis

no code implementations • EACL (WANLP) 2021 • Chayma Fourati, Hatem Haddad, Abir Messaoudi, Moez BenHajhmida, Aymen Ben Elhaj Mabrouk, Malek Naski

On various Social Media platforms, people, tend to use the informal way to communicate, or write posts and comments: their local dialects.

Language Modelling Sentiment Analysis

iCompass at Shared Task on Sarcasm and Sentiment Detection in Arabic

no code implementations • EACL (WANLP) 2021 • Malek Naski, Abir Messaoudi, Hatem Haddad, Moez BenHajhmida, Chayma Fourati, Aymen Ben Elhaj Mabrouk

We tackled both subtasks, namely Sarcasm Detection (Subtask 1) and Sentiment Analysis (Subtask 2).

Sarcasm Detection Sentiment Analysis

A Multilingual African Embedding for FAQ Chatbots

no code implementations • 16 Mar 2021 • Aymen Ben Elhaj Mabrouk, Moez Ben Haj Hmida, Chayma Fourati, Hatem Haddad, Abir Messaoudi

Searching for an available, reliable, official, and understandable information is not a trivial task due to scattered information across the internet, and the availability lack of governmental communication channels communicating with African dialects and languages.

Chatbot Question Answering