3 papers
cs.CL2024
dzNLP at NADI 2024 Shared Task: Multi-Classifier Ensemble with Weighted Voting and TF-IDF Features
Mohamed Lichouri, Khaled Lounnas, Boualem Nadjib Zahaf +1
This paper presents the contribution of our dzNLP team to the NADI 2024 shared task, specifically in Subtask 1 - Multi-label Country-level Dialect Identification (MLDID) (Closed Tr…
cs.CL2024
dzStance at StanceEval2024: Arabic Stance Detection based on Sentence Transformers
Mohamed Lichouri, Khaled Lounnas, Khelil Rafik Ouaras +2
This study compares Term Frequency-Inverse Document Frequency (TF-IDF) features with Sentence Transformers for detecting writers' stances--favorable, opposing, or neutral--towards…
cs.CL2024
dzFinNlp at AraFinNLP: Improving Intent Detection in Financial Conversational Agents
Mohamed Lichouri, Khaled Lounnas, Mohamed Zakaria Amziane
In this paper, we present our dzFinNlp team's contribution for intent detection in financial conversational agents, as part of the AraFinNLP shared task. We experimented with vario…