摘要 Abstract 

深度學習的技術和語言模型的出現使得自然語言處理和文字探勘領域的研究方法有了重大的變化，本次演講將以三個研究成果為例，說明這些演變以及他們如何影響了研究的方法設計。

The emergence of deep learning and language model has dramatically changed the research methods applied to natural language processing and text mining. In this talk, I will use three research works to illustrate these changes and how they impact our research design.