Search

Your search keyword '"Wu, Yu-Hsueh"' showing total 411 results
Start Over Author "Wu, Yu-Hsueh"
411 results on '"Wu, Yu-Hsueh"'

6. Query-based Attention CNN for Text Similarity Map

Author

Liu, Tzu-Chien, Wu, Yu-Hsueh, and Lee, Hung-Yi

Subjects
Computer Science - Artificial Intelligence, Computer Science - Computation and Language
Abstract

In this paper, we introduce Query-based Attention CNN(QACNN) for Text Similarity Map, an end-to-end neural network for question answering. This network is composed of compare mechanism, two-staged CNN architecture with attention mechanism, and a prediction layer. First, the compare mechanism compares between the given passage, query, and multiple answer choices to build similarity maps. Then, the two-staged CNN architecture extracts features through word-level and sentence-level. At the same time, attention mechanism helps CNN focus more on the important part of the passage based on the query information. Finally, the prediction layer find out the most possible answer choice. We conduct this model on the MovieQA dataset using Plot Synopses only, and achieve 79.99% accuracy which is the state of the art on the dataset.

Published
2017

7. Endodontic apical surgery with novel endoscope: Three‐case series.

Author

Tso, Kai‐Yun, Wu, Yu‐Hsueh, Tsai, Yu‐We, Lin, Yu‐Sheng, and Chiu, Wei‐Chih

Abstract

Successful apical surgery relies on effective magnification and illumination. In the field of endodontics, the microscope has emerged as the predominant tool for meeting these requirements. The rigid endoscope is also a valuable instrument in apical surgery. This study introduces three cases demonstrating the application of endoscope technology in endodontic apical surgery. The first case employs a soft endoscope for treating an anterior tooth with apical periodontitis, the second integrates an endoscope with new attachments for a premolar, and the third combines an endoscope, attachments and navigation for the lower first molar surgery. It revealed that endoscopes offer certain advantages that are not achievable with microscope‐assisted surgery, these cases had a great outcome. In the future, a broader application of endoscopic technology in various procedures is anticipated. [ABSTRACT FROM AUTHOR]

Published
2024
Full Text
View/download PDF

Catalog

Books, media, physical & digital resources
See catalog results