S2-Natural Language Processing-2025
Natural Language Processing
大綱
- 自然語言分析
- 如何讓電腦理解自然語言?
- Text Representation
- 傳統表示法
- 機器學習 Machine Learning
- – 詞向量Word vector
- – Wordpiece Embedding
- NN-Based Language Models
- Text Representation
What is NLP? (1)
Domain 範疇
自然語言分析
Levels of Language
Stochastic Language Models N-Gram
N-grams 的概念
如何使用 N-grams 來估計詞語序列的機率
TF-IDF (1)
TF-IDF (2)
Bag of Words Model
Semantic embedding
Word Embeddings (1)
S2-Natural Language Processing-2025
https://z-hwa.github.io/webHome/[object Object]/Multimedia Systems and Applications/S2-Natural-Language-Processing-2025/