As Large Language Models increasingly shape professional discourse—legal proceedings, cross-border documentation, and professional education—questions of linguistic equity and algorithmic accountability become urgent. The book develops a computational framework for evaluating fairness in AI-mediated institutional communication.The book introduces a transformer-based benchmarking architecture designed to measure communicative competence and fairness across multilingual institutional...

This book presents the findings from an original research study on court interpreting in the disciplines of humanities and social sciences. It argues that the interpretations of the manner of speech in court can have implications on the accuracy of court interpreting and thus, on procedural justice. The right to a fair representation in one’s language of choice is a crucial aspect of linguistic equity and procedural justice. However, little has been researched about how lawyer questions an...

This book presents the findings from original research about court interpreting in the disciplines of humanities and social sciences from a linguistic perspective. It argues that the interpretations of the manner of speech in court can have implications for the accuracy of court interpreting and thus procedural justice.The right to a fair representation in one’s language of choice is a crucial aspect of linguistic equity and procedural justice. However, little has been researched a...

"The Way" is a chronicle of Teacher Yi Ran's genuine life experiences, segmented into nine distinct parts.Part One: "Darkness"Times of joy and sorrow, woes compounded,Life's unpredictable, worldly affairs fickle.From birth till forty, a journey at death's brink,An indescribable odyssey of hardship.Part Two: "Ignite"Dawn breaks just as hope wanes!Part Three: "People"Filial piety, brotherly respect, loyalty, and trust,A...

《路》是一然老师的真语人生，全书共分为9个部分。"The Way" is a chronicle of Teacher Yi Ran's genuine life experiences, segmented into nine distinct parts.第一部：“暗”苦乐时光，雪上加霜，人生难料，世事无常。从出生到40岁，在生死边缘游历，无以言表的艰辛历程。Part One: "Darkness"Times of joy and sorrow, woes compounded,Life's unpredictable, worldly affairs fickle.From birth till forty, a journey at death's brink,An indescribable odyssey of hardship.第二部：“燃”默默埋万载，划空出尘来，

This book presents a comprehensive review of heterogeneous face analysis and synthesis, ranging from the theoretical and technical foundations to various hot and emerging applications, such as cosmetic transfer, cross-spectral hallucination and face rotation. Deep generative models have been at the forefront of research on artificial intelligence in recent years and have enhanced many heterogeneous face analysis tasks. Not only has there been a constantly growing flow of related research p...