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cs.CL2026
SteerCheck: Attribution Specificity and Alignment Leakage in Activation-Steering Audits
Daming Luo, Christy Liang, Junyu Xuan
Activation steering can change behaviour without establishing that the effect is specific to the intended concept. We introduce SteerCheck, a preregistered attribution audit that m…
cs.CL2025
InforME: Improving Informativeness of Abstractive Text Summarization With Informative Attention Guided by Named Entity Salience
Jianbin Shen, Christy Jie Liang, Junyu Xuan
Abstractive text summarization is integral to the Big Data era, which demands advanced methods to turn voluminous and often long text data into concise but coherent and informative…