Schedule

Event

Date

Description

Course Material
Lecture

09/08/2021
Wednesday

课程介绍(Course Intro)
[notes] [video] [slides]
Lecture

09/08/2021
Wednesday

课程大纲(Content)
[notes] [video] [slides]
Lecture

09/10/2021
Friday

自然语言处理及其发展历程(History of Natural Language Processing)
[notes] [video] [slides]
Lecture

09/10/2021
Friday

Counting relative frequencies
[video] [slides]
Lecture

10/13/2021
Wednesday

Feature Vectors
[video] [slides]
Lecture

11/05/2021
Friday

Discriminative Linear Classifiers
[video] [slides]
Lecture

12/06/2021
Monday

Using Information Theory
[video] [slides]
Lecture

12/20/2021
Monday

Hidden Variables
[video] [slides]
Lecture

01/07/2022
Friday

Generative Sequence Labeling
[video] [slides]
Lecture

01/21/2022
Friday

Discriminative Sequence Labeling
[video] [slides]
Assignment

03/05/2022
Saturday

Assignment #1 - chapter 1 released!

[Assignment #1 - chapter 1] [Solutions]
Lecture

03/07/2022
Monday

Sequence Segmentation
[video] [slides]
Assignment

03/15/2022
Tuesday

Assignment #2 - chapter 2 released!

[Assignment #2 - chapter 2] [Solutions]
Due

03/16/2022 23:59
Wednesday

Assignment #1 due
Due

03/26/2022 23:59
Saturday

Assignment #2 due
Lecture

03/30/2022
Wednesday

Neural Networks
[video] [slides]
Lecture

03/30/2022
Wednesday

Neural Networks
[video] [slides]
Assignment

04/05/2022
Tuesday

Assignment #3 - chapter 3 released!

[Assignment #3 - chapter 3] [Solutions]
Assignment

04/15/2022
Friday

Assignment #4 - chapter 4 released!

[Assignment #4 - chapter 4] [Solutions]
Assignment

04/15/2022
Friday

Assignment #5 - chapter 5 released!

[Assignment #5 - chapter 5] [Solutions]
Due

04/16/2022 23:59
Saturday

Assignment #3 due
Lecture

04/22/2022
Friday

Predicting Tree Structures
[video] [slides]
Assignment

04/25/2022
Monday

Assignment #6 - chapter 6 released!

[Assignment #6 - chapter 6] [Solutions]
Due

04/26/2022 23:59
Tuesday

Assignment #4 due
Due

04/26/2022 23:59
Tuesday

Assignment #5 due
Assignment

05/05/2022
Thursday

Assignment #7 - chapter 7 released!

[Assignment #7 - chapter 7] [Solutions]
Due

05/06/2022 23:59
Friday

Assignment #6 due
Assignment

05/15/2022
Sunday

Assignment #8 - chapter 8 released!

[Assignment #8 - chapter 8] [Solutions]
Due

05/16/2022 23:59
Monday

Assignment #7 due
Lecture

05/20/2022
Friday

Transition-based method for structure prediction
[video] [slides]
Assignment

05/25/2022
Wednesday

Assignment #9 - chapter 9 released!

[Assignment #9 - chapter 9] [Solutions]
Due

05/26/2022 23:59
Thursday

Assignment #8 due
Due

06/06/2022 23:59
Monday

Assignment #9 due
Lecture

08/15/2022
Monday

Representation learning
[video] [slides]
Lecture

09/05/2022
Monday

Neural structured prediction
[video] [slides]
Lecture

09/05/2022
Monday

Working with two texts
[video] [slides]