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NLP7
course-info
Commits
f5f1757f
Commit
f5f1757f
authored
Jul 05, 2020
by
TeacherZhu
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@@ -25,7 +25,7 @@
| 7月4日 (周六) 8:00PM | (直播-Paper)
<br>
第三篇论文解读
<br>
Evaluation methods for unsupervised word embeddings||
[
课件
](
http://47.94.6.102/NLP7/course-info/blob/master/%E8%AF%BE%E4%BB%B6/0704%E7%AC%AC%E4%B8%89%E7%AF%87%E8%AE%BA%E6%96%87Evaluation%20methods%20for%20unsupervised%20word%20embeddings.pptx
)
|||
[
第三篇论文原文
](
https://www.aclweb.org/anthology/D15-1036.pdf
)
summary截止日期:
<br>
7月5日(周日)
<br>
北京时间 23:59PM,
<br>
上传到核心文档|
| 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||||
| 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||
[
课件
](
http://47.94.6.102/NLP7/course-info/blob/master/%E8%AF%BE%E4%BB%B6/0705%E9%97%AE%E7%AD%94%E7%B3%BB%E7%BB%9F%E7%9A%84%E6%90%AD%E5%BB%BA.pptx
)
||
| 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? ||||||
| 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)||||||
...
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