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20200519037
course-info
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f74fc72d
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f74fc72d
authored
Jun 29, 2020
by
TeacherZhu
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| 6月21日 (周日) 8:00PM | (直播-Discussion)
<br>
搜索引擎技术介绍|Vector-space model, 倒排表索引,PageRank等|
[
课件
](
http://47.94.6.102/NLP7/course-info/blob/master/%E8%AF%BE%E4%BB%B6/0621%E6%90%9C%E7%B4%A2%E5%BC%95%E6%93%8E%E6%8A%80%E6%9C%AF%E4%BB%8B%E7%BB%8D.pptx
)
|||
| 6月27日 (周六) 5:30PM | (直播-Discussion)
<br>
homework1讲解||
[
课件
](
http://47.94.6.102/NLP7/course-info/blob/master/%E8%AF%BE%E4%BB%B6/0627Mini-homework1.ipynb.ipynb
)
||||
| 6月27日 (周六,补课) 8:00PM | (直播-Discussion)
<br>
经典数据结构与算法 |动态规划问题讲解,贪心算法|
[
课件
](
http://47.94.6.102/NLP7/course-info/blob/master/%E8%AF%BE%E4%BB%B6/0531TBD%E5%8A%A8%E6%80%81%E8%A7%84%E5%88%92.pptx
)
||||
| 7月4日 (周六) 8:00PM | (直播-Paper)
[
Evaluation methods for unsupervised word embeddings
](
https://www.aclweb.org/anthology/D15-1036.pdf
)
<br>
|||||
| 7月5日 (周日) 10:30AM | (直播-Lecture6) |
<br>
SkipGram(重点讲解), CBOW, Glove, MF,Gaussian Embedding, 语言模型以及各类Smooting技术|||||
| 7月5日 (周日) 5:00PM | (直播-Discussion)
<br>
SkipGram源代码解读|包括Huffman树等优化细节|||||
| 7月5日 (周日) 8:00PM | (直播-Discussion) 问答系统的搭建:完整流程,相似度匹配,排序,文本预处理等||||
| TBD | (直播-Discussion) 词向量实战:如何使用Glove, BERT词向量在自己的项目当中? ||||||
| TBD | (直播-Discussion) 问答系统的搭建:完整流程,相似度匹配,排序,文本预处理等||||
| 7月5日(周日) 10:30AM | (直播-Lecture6) |
<br>
SkipGram(重点讲解), CBOW, Glove, MF,Gaussian Embedding, 语言模型以及各类Smooting技术|||||
| TBD | (直播-Discussion)
<br>
SkipGram源代码解读|包括Huffman树等优化细节|||||
| 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)|||||
| 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-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 ||||||
...
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