3 papers
cs.AI2026
Semantic Primes as Explanans for Emotion in Large Language Models
Frank Xing
Progresses have been made on understanding emotion mechanisms of large language models (LLMs). However, how to explain emotion in LLMs, or even what constitutes good explanations,…
cs.CL2026
Faithful by Definition: Emotion Analysis via Natural Semantic Metalanguage Explications
Frank Xing, Erik Cambria
Explanations for emotion classifiers are usually produced post hoc, with no guarantee that they reflect the computation behind the label. We present an explication interface for ev…
cs.CL2025
ESGSenticNet: A Neurosymbolic Knowledge Base for Corporate Sustainability Analysis
Keane Ong, Rui Mao, Deeksha Varshney +5
Evaluating corporate sustainability performance is essential to drive sustainable business practices, amid the need for a more sustainable economy. However, this is hindered by the…