Bias Detection in Media: Traditional Models vs. Transformers in Analyzing Social Media Coverage of the Israeli-Gaza Conflict. - Marryam Yahya Mohammed; Esraa Ismail Mohamed; Mariam Nabil Esmat; Yomna Ashraf Nagib; Nada Ahmed Radwan; Ziad Mohamed Elshaer; Ensaf Hussein Mohamed (COLING Workshops, 2025)