Model-Agnostic Sentiment Distribution Stability Analysis for Robust LLM-Generated Texts Detection

Siyuan Li 0005, Xi Lin 0003, Guangyan Li, Zehao Liu, Aodu Wulianghai, Li Ding, Jun Wu 0001, Jianhua Li 0001. Model-Agnostic Sentiment Distribution Stability Analysis for Robust LLM-Generated Texts Detection. In Sven Koenig, Chad Jenkins, Matthew E. Taylor, editors, Fortieth AAAI Conference on Artificial Intelligence, Thirty-Eighth Conference on Innovative Applications of Artificial Intelligence, Sixteenth Symposium on Educational Advances in Artificial Intelligence, AAAI 2026, Singapore, January 20-27, 2026. pages 35608-35616, AAAI Press, 2026. [doi]

Abstract

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