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cs.LG2026
SPARS: A Stability-Plasticity-Aware Region Selection Framework for Continual Learning
Teif Aldaajani, Huda Hakami, Maha A. Thafar
Continual learning aims to acquire new knowledge while retaining previously learned knowledge. However, updating shared parameters when learning new tasks often overwrites existing…
cs.CL2026
SemEval-2026 Task 7: Everyday Knowledge Across Diverse Languages and Cultures
Nedjma Ousidhoum, Junho Myung, Carla Perez-Almendros +27
We present our shared task on evaluating the adaptability of LLMs and NLP systems across multiple languages and cultures. The task data consist of an extended version of our manual…