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cs.CL2026
Text Analytics Evaluation Framework: A Case Study on LLMs and Social Media
Yuefeng Shi, Nedjma Ousidhoum, Jose Camacho-Collados
LLMs have demonstrated exceptional proficiency in a wide range of NLP tasks. However, a notable gap remains in practical data analysis scenarios, particularly when LLMs are require…
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…
cs.CL2026
Why are all LLMs Obsessed with Japanese Culture? On the Hidden Cultural and Regional Biases of LLMs
Joseba Fernandez de Landa, Carla Perez-Almendros, Jose Camacho-Collados
LLMs have limitations when it comes to cultural coverage and competence, and in some cases, show specific cultural biases. Although prior studies have examined the cultural capabil…