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cs.CL2026
Can Activation Steering Capture Multidimensional Authorship Style?
Hieu Tran, Calvin Bao, Marine Carpuat
Activation steering has shown promise for controlling LLM generation along well-defined attributes, but it remains unclear whether it can handle the multidimensional and hard-to-de…
cs.CL2026
Can You Make It Sound Like You? Post-Editing LLM-Generated Text for Personal Style
Connor Baumler, Calvin Bao, Huy Nghiem +3
Despite the growing use of large language models (LLMs) for writing tasks, users may hesitate to rely on LLMs when personal style is important. Post-editing LLM-generated drafts or…
cs.CL2026
Should We be Pedantic About Reasoning Errors in Machine Translation?
Calvin Bao, Marine Carpuat
Across multiple language pairings (English \{Spanish, French, German, Mandarin, Japanese, Urdu, Cantonese\}), we find reasoning errors in translation. To quantify how often t…