通知:


Textbook

Natural Language Understanding(James Allen)(.chm)

Foundations-of-Statistical-Natural-Language-Processing(.pdf)

自然语言理解(.pdf) 赵海,清华大学出版社 2023年



Slides



Lesson 1

An Introduction to NLP(.ppt)

Lesson 2

n-gram Language Model(.ppt)

Lesson 3

Language Representation(.ppt)

Lesson 4

Unsupervised Structure Learning(.ppt)

Lesson 5

Structure Learning(.ppt)

Lesson 6

Sequence Learning(.ppt)

Lesson 7

Machine Learning(.ppt)

Assignments

Assignments(.ppt)

Lesson 8

Deep Learning(.ppt)

Lesson 9

Pre-trained Language Model(.ppt)

Lesson 10

Syntactic Parsing(.ppt)

Lesson 11

Semantic Parsing(.ppt)

Lesson 12

Machine Reading Comprehension(.ppt)

Lesson 13

Large Language Model(.ppt)

Large Language Model and Beyond(.ppt)

Submit Your Answers for Assignment

deadline for the current submission (course project), 2023.04.15, 23:59

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Assignment No.:
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Email Collection

submission deadline 2023.03.15, 18:00

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Contact TA: tbd

2024.02.11