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20200519037
course-info
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d4c04443
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d4c04443
authored
Jun 17, 2020
by
Wenzhe
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| TBD | (直播-Discussion)
<br>
第一次作业讲解||||||
| TBD | (直播-Paper)
[
Evaluation methods for unsupervised word embeddings
](
https://www.aclweb.org/anthology/D15-1036.pdf
)
<br>
|||||
| 7月12日(周日) 10:30AM | (直播-Lecture7)
<br>
EM算法和HMM |Em算法
<br>
Em收敛性
<br>
Em算法在高斯混合模型中的应用
<br>
HMM算法的引入
<br>
HMM中的概率计算
<br>
HMM中的学习(Baum-Welch算法)
<br>
HMM的预测问题(Viterbi算法)|||||
| TBD | (直播-Paper)
<br>
第五篇论文讲解
<br>
Reading Wikipedia to Answer Open-Domain Questions|||||
| TBD | (直播-Discussion)
<br>
基于HMM的词性分析(POS tagger)||||||
| TBD | (直播-Discussion)
<br>
不同语言模型smoothing技术||||||
| TBD | (直播-Discussion)
<br>
代码实战:如何基于HMM实现词性分析器?(POS tagger)||||||
| TBD | (直播-Discussion)
<br>
结巴分词的应用以及底层原理剖析||||||
| 7月19日(周日) 10:30AM | (直播-Lecture8)
<br>
CRF模型 ||||||
| TBD | (直播-Discussion
)
<br>
基于HMM的中文分词: jieba分词原理讲解
|||||
| TBD | (直播-Discussion)
<br>
基于LSTM-CRF的命名实体识别实战
||||||
| TBD | (直播-Discussion)
<br>
项目一讲解
||||||
| TBD | (直播-Discussion
)
<br>
代码实战:基于LSTM-CRF的命名实体识别|
|||||
| TBD | (直播-Discussion)
TBD
||||||
| TBD | (直播-Discussion)
TBD
||||||
|PART 2 深度学习与预训练模型|
\ No newline at end of file
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