Natural Language Processing


	AI3012：Technologies and Implementation of Natural Language Spring 2023 Department of CSIE College of Engineering Chang Gung University

Can machines think? -- Alan Turing, 1912-1954
Syllabus General Information Lectures Instructor: Chi-Jen Wu (吳齊人) Section: Mon 13:10 - 16:00 Classroom: TBA Course Assistants: TBA Office Hour: TBA Lecture Slides: https://el.cgu.edu.tw/ Others: https://csiecgu.slack.com Your health matters. Feel free to stop by my office, I look forward to meeting and assisting you. Info & Objectives This introductory course is about a variety of ways to represent human languages for Computer Science (CS) undergraduate students. This course will introduce students to the basics of Natural Language Processing (NLP). The students will gain the ability to exploit languages representations to write programs based on the modern data-driven techniques. This course will include some ideas, including Machine Learning and the recent Deep Learning. There will be an emphasis on rapid prototyping, a useful skill in many other areas. Topics Topics covered include: Web crawling and indexes Language modeling Representation learning Word Embeddings Text classification Sequence modeling Machine learning models Deep learning models

Syllabus