Author

Hesi Wang

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Open access Aug 2026

Stylistic Alignment and Sentiment in L1–L1 and L2–L2 English Task-Based Dialogues

Dialogue constitutes a primary context in which interlocutors coordinate their language use through the interplay of cognitive and social factors. Stylistic alignment refers to the convergence of interlocutors’ language styles during interaction, facilitating communicative coordination and fostering rapport. However, t...

Furong Wang, Hesi Wang · Language Teaching Research · 0 citations

#artificial intelligence Preprint Aug 2026

Emergent Misalignment Is Not Magical

The EM generalization metric is extended from a scalar distance to a dataset-specific generalization direction, which robustly predicts EM models'evilness under semantics-preserving prompt perturbations including appending random tokens and paraphrasing, where other methods do not reliably generalize.

Ming-Xuan Li, Qirun Dai, Hesi Wang et al. · 0 citations