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Mina Kian

2 accepted papers

2025

Mechanistic Interpretability of Emotion Inference in Large Language Models

ACL 2025finding

Large language models (LLMs) show promising capabilities in predicting human emotions from text. However, the mechanisms through which these models process emotional stimuli remain largely unexplored. Our study addresses this gap by investigating how autoregressive LLMs infer emotions, showing that…

Cited by 0SourcePDFScholar
2025

Using Linguistic Entrainment to Evaluate Large Language Models for Use in Cognitive Behavioral Therapy

NAACL 2025findings

Entrainment, the responsive communication between interacting individuals, is a crucial process in building a strong relationship between a mental health therapist and their client, leading to positive therapeutic outcomes. However, so far entrainment has not been investigated as a measure of effica…

Cited by 0SourcePDFScholar