5 papers
From Text to Network: Constructing a Knowledge Graph of Taiwan-Based China Studies Using Generative AI
Hsuan-Lei Shao
Taiwanese China Studies (CS) has developed into a rich, interdisciplinary research field shaped by the unique geopolitical position and long standing academic engagement with Mainl…
Continual Pre-Training is (not) What You Need in Domain Adaption
Pin-Er Chen, Da-Chen Lian, Shu-Kai Hsieh +8
The recent advances in Legal Large Language Models (LLMs) have transformed the landscape of legal research and practice by automating tasks, enhancing research precision, and suppo…
Comparison between the Structures of Word Co-occurrence and Word Similarity Networks for Ill-formed and Well-formed Texts in Taiwan Mandarin
Po-Hsuan Huang, Hsuan-Lei Shao
The study of word co-occurrence networks has attracted the attention of researchers due to their potential significance as well as applications. Understanding the structure of word…
Judgment2vec: Apply Graph Analytics to Searching and Recommendation of Similar Judgments
Hsuan-Lei Shao
In court practice, legal professionals rely on their training to provide opinions that resolve cases, one of the most crucial aspects being the ability to identify similar judgment…
How the Taiwanese Do China Studies: Applications of Text Mining
Hsuan-Lei Shao, Sieh-Chuen Huang, Yun-Cheng Tsai
With the rapid evolution of cross-strait situation, "Mainland China" as a subject of social science study has evoked the voice of "Rethinking China Study" among intelligentsia rece…