title: Natural Language Processing – A Machine Learning Perspective
subtitle: WestlakeNLP · 2022
Summary for listings and search engines
summary: |-
WestlakeNLP · 2022
This online course is based on the recently released textbook, Natural Language Processing – a Machine Learning Perspective, written by Dr. Yue Zhang & Dr. Zhiyang Teng and published by Cambridge University Press. The course is taught in Chinese, English version of the class will be updated in future releases. Professor Yue Zhang is the principal inverstigator of the Text Intelligence Lab, Westlake University, and a well-known NLP researcher. You may find more detailed information at his personal page or Google Scholar. Course updates are in progress on our bilibili account, WestlakeNLP, do not hesitate to follow us! In this page, we will keep updating course slides.
tags:
– Natural Language Processing
Updates
- Our class is now forwarded to Zhihu，feel free to follow us!
- New Lecture is online: Working with two texts [video] [slides]
- New Lecture is online: Neural structured prediction [video] [slides]
- New Lecture is online: Representation learning [video] [slides]
- New Assignment released: [Assignment #9 – chapter 9]
- New Lecture is online: Transition-based method for structure prediction [video] [slides]
- New Assignment released: [Assignment #8 – chapter 8]
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Course Description
This online course is based on the recently released textbook, Natural Language Processing – a Machine Learning Perspective, written by Dr. Yue Zhang & Dr. Zhiyang Teng and published by Cambridge University Press. The course is taught in Chinese, English version of the class will be updated in future releases. Professor Yue Zhang is the principal inverstigator of the Text Intelligence Lab, Westlake University, and a well-known NLP researcher. You may find more detailed information at his personal page or Google Scholar. Course updates are in progress on our bilibili account, WestlakeNLP, do not hesitate to follow us! In this page, we will keep updating course slides.
Instructors
Zhang YueTenured Full Professor |
Teaching Assistants
Chen Yulong |
Fu Qiankun |
Liu Hanmeng |
Liu Pai |
Materials
Book
Natural Language Processing – A Machine Learning Perspective
Additional Course Materials
- Other recomend textbooks and reading materials (update continuing).
- Material #1: Speech and Language processing
Lectures
You can download the lectures here. We will try to upload lectures prior to their corresponding classes. lectures
Assignments
You can download the assignments here. Also check out each assignment page for any additional info.
Late Policy
- You have free 8 late days.
- You can use late days for assignments. A late day extends the deadline 24 hours.
- Once you have used all 8 late days, the penalty is 10% for each additional late day.