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NLP7
course-info
Commits
04907e10
Commit
04907e10
authored
Jun 17, 2020
by
TeacherZhu
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@@ -18,9 +18,9 @@
| 6月14日 (周日) 10:30AM | (直播-Lecture4)
<br>
凸优化 (2) |Dualtiy, KKT条件,SVM的primal-Dual|
[
Lecture4
](
http://47.94.6.102/NLP7/course-info/blob/master/%E8%AF%BE%E4%BB%B6/0614%E5%87%B8%E4%BC%98%E5%8C%96%EF%BC%882%EF%BC%89.pptx
)
|||
| 6月14日 (周日) 8:00PM | (直播-Discussion)
<br>
Inventory Optimization with Stochastic Programming ||
[
课件
](
http://47.94.6.102/NLP7/course-info/blob/master/%E8%AF%BE%E4%BB%B6/0614%20Inventory%20Optimization%20with%20Stochastic%20Programming%5B%E9%98%BF%E5%8B%87%5D.pptx
)
|||
| PART 1 自然语言处理基础 |
| 6月21日
(周日,父亲节) 10:30AM | (直播-Lecture5)
<br>
文本表示|分词
<br>
拼写纠错
<br>
停用词过滤
<br>
词的标准化
<br>
词袋模型
<br>
文本相似度计算
<br>
词向量
<br>
句子向量
<br>
语言模型||||PROJECT 1 OUT
|
|
TBD | (直播-Discussion) 搜索引擎技术介绍|Vector-space model, 倒排表索引,PageRank等
||||
|
TBD | (直播-Discussion)
<br>
各类文本相似度计算技术的Survey| 短文本
<br>
长文本 |
||||
| 6月21日
(周日,父亲节) 10:30AM | (直播-Lecture5)
<br>
文本表示|分词
<br>
拼写纠错
<br>
停用词过滤
<br>
词的标准化
<br>
词袋模型
<br>
文本相似度计算
<br>
词向量
<br>
句子向量
<br>
语言模型||||
[
project1
](
http://47.94.6.102/NLP7/course-info/blob/master/%E8%AF%BE%E4%BB%B6/project1/Project1%E9%A1%B9%E7%9B%AE.zip
)
<br><br>
截止日期:7月1日(周三)
<br>
北京时间 23:59PM,
<br>
上传到gitlab
|
|
6月21日 (周日) 5:30PM | (直播-Discussion)
<br>
各类文本相似度计算技术的Survey| 短文本
<br>
长文本 |
||||
|
6月21日 (周日) 8:00PM | (直播-Discussion) 搜索引擎技术介绍|Vector-space model, 倒排表索引,PageRank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|||||
...
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