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28 changes: 14 additions & 14 deletions README.md
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- **学习笔记**[wordvecotor](http://www.hankcs.com/nlp/word-vector-representations-word2vec.html)

3. 论文导读:一个简单但很难超越的Sentence Embedding基线方法
- **课件:** [paper1]()
- **论文原文:** [paper](https://github.com/learning511/cs224n-learning-camp/blob/master/paper/A%20Simple%20but%20Tough-to-beat%20Baseline%20for%20Sentence%20Embeddings.pdf); **论文分析** [highlight](https://github.com/learning511/cs224n-learning-camp/blob/master/paper/highlight/cs224n-2017-lecture1-highlight.pdf)
- **论文笔记**[Sentence Embedding](http://www.hankcs.com/nlp/cs224n-sentence-embeddings.html)
4. 作业:Assignment 1.1-1.2
- 1.1 Softmax 算法
Expand All @@ -87,7 +87,7 @@
- **学习笔记**[Word Window分类与神经网络](http://www.hankcs.com/nlp/cs224n-word-window-classification-and-neural-networks.html)

3. 论文导读:词语义项的线性代数结构与词义消歧
- **课件:** [paper2]()
- **论文原文:** [paper](https://github.com/learning511/cs224n-learning-camp/blob/master/paper/Linear%20Algebraic%20Structure%20of%20Word%20Senses%2C%20with%20Applications%20to%20Polysemy.pdf); **论文分析** [highlight](https://github.com/learning511/cs224n-learning-camp/blob/master/paper/highlight/cs224n-2017-lecture2-highlight.pdf)
- **论文笔记:**[词语义项的线性代数结构与词义消歧](http://www.hankcs.com/nlp/cs224n-word-senses.html)
4. 作业:Assignment 1.3-1.4
- 1.3 word2vec 实现
Expand All @@ -104,7 +104,7 @@
- **学习笔记:** [句法分析和依赖解析](http://www.hankcs.com/nlp/cs224n-dependency-parsing.html)

3. 论文导读:高效文本分类
- **课件:** [paper]
- **论文原文:** [paper](https://github.com/learning511/cs224n-learning-camp/blob/master/paper/Bag%20of%20Tricks%20for%20Efficient%20Text%20Classification.pdf); **论文分析** [highlight](https://github.com/learning511/cs224n-learning-camp/blob/master/paper/highlight/cs224n-2017-lecture3-highlight.pdf)
- **论文笔记:**[高效文本分类](http://www.hankcs.com/nlp/cs224n-bag-of-tricks-for-efficient-text-classification.html)
4. **作业** Assignment 2.2
- 2.2 Neural Transition-Based Dependency Parsing 基于神经网络的依赖分析
Expand All @@ -121,7 +121,7 @@
- **学习笔记**[RNN和语言模型](http://www.hankcs.com/nlp/cs224n-rnn-and-language-models.html)

3. 论文导读:词嵌入对传统方法的启发
- **课件:** [paper]
- **论文原文:** [paper](https://github.com/learning511/cs224n-learning-camp/blob/master/paper/Impoving%20distributional%20similarly%20with%20lessons%20learned%20from%20word%20embeddings.pdf); **论文分析** [highlight](https://github.com/learning511/cs224n-learning-camp/blob/master/paper/highlight/cs224n-2017-lecture4-highlight.pdf)
- **论文笔记:**[词嵌入对传统方法的启发](http://www.hankcs.com/nlp/cs224n-improve-word-embeddings.html)
4. 作业:Assignment 2.1
- 2.1 Tensorflow Softmax 基于TensorFlow的softmax分类
Expand All @@ -137,8 +137,8 @@
- [观看视频](https://www.youtube.com/watch?v=2DYxT4OMAmw&list=PL3FW7Lu3i5Jsnh1rnUwq_TcylNr7EkRe6&index=10)

3. 论文导读:基于转移的神经网络句法分析的结构化训练
- **课件:** [paper]
- **论文笔记:**[基于转移的神经网络句法分析的结构化训练](http://www.hankcs.com/nlp/cs224n-syntaxnet.html)
- **论文原文:** [paper](https://github.com/learning511/cs224n-learning-camp/blob/master/paper/Structured%20Training%20for%20Neural%20Network%20Transition-Based%20Parsing.pdf); **论文分析** [highlight](https://github.com/learning511/cs224n-learning-camp/blob/master/paper/highlight/cs224n-2017-lecture6-highlight.pdf)
- **论文笔记:**[基于神经网络句法分析的结构化训练](http://www.hankcs.com/nlp/cs224n-syntaxnet.html)
4. 作业:Assignment 2.3
- 2.3 Recurrent Neural Networks: Language Modeling 循环神经网络语言建模

Expand All @@ -154,7 +154,7 @@
- **学习笔记**[GRU和NMT的进阶](http://www.hankcs.com/nlp/cs224n-gru-nmt.html)

3. 论文导读:谷歌的多语种神经网络翻译系统
- **课件:** [paper]
- **论文原文:** [paper](https://github.com/learning511/cs224n-learning-camp/blob/master/paper/Google%E2%80%99s%20Multilingual%20Neural%20Machine%20Translation%20System_%20Enabling%20Zero-Shot%20Translation.pdf); **论文分析** [highlight](https://github.com/learning511/cs224n-learning-camp/blob/master/paper/highlight/cs224n-2017-lecture8-highlight.pdf)
- **论文笔记:**[谷歌的多语种神经网络翻译系统](http://www.hankcs.com/nlp/cs224n-google-nmt.html)
4. 作业:Assignment 3.1
- 3.1 A window into named entity recognition(NER)基于窗口模式的名称识别
Expand All @@ -170,8 +170,8 @@
- [观看视频](https://www.bilibili.com/video/av30326868/?p=13)
- **学习笔记**[卷积神经网络](http://www.hankcs.com/nlp/cs224n-convolutional-neural-networks.html)

3. 论文导读:谷歌的多语种神经网络翻译系统
- **课件:** [paper]
3. 论文导读:读唇术
- **论文原文:** [paper](https://github.com/learning511/cs224n-learning-camp/blob/master/paper/Lip%20Reading%20Sentences%20in%20the%20Wild.pdf); **论文分析** [highlight](https://github.com/learning511/cs224n-learning-camp/blob/master/paper/highlight/cs224n-2017-lecture9-highlight.pdf)
- **论文笔记:**[读唇术](http://www.hankcs.com/nlp/cs224n-lip-reading.html)
4. 作业:Assignment 3.2
- 3.2 Recurrent neural nets for named entity recognition(NER) 基于RNN的名称识别
Expand All @@ -189,7 +189,7 @@
- ****学习笔记****[指代消解](http://www.hankcs.com/nlp/cs224n-coreference-resolution.html)

3. 论文导读:谷歌的多语种神经网络翻译系统
- **课件:** [paper]
- **论文原文:** [paper](https://github.com/learning511/cs224n-learning-camp/blob/master/paper/Character-Aware%20Neural%20Language%20Models.pdf); **论文分析** [highlight](https://github.com/learning511/cs224n-learning-camp/blob/master/paper/highlight/cs224n-2017-lecture10-highlight.pdf)
- **论文笔记:**[Character-Aware神经网络语言模型](http://www.hankcs.com/nlp/cs224n-character-aware-neural-language-models.html)
4. **作业**:Assignment 3.3
- 3.3 Grooving with GRUs((NER)基于GRU的名称识别
Expand All @@ -205,7 +205,7 @@
- ****学习笔记****[指代消解](http://www.hankcs.com/nlp/cs224n-nlp-issues-architectures.html)

3. **论文导读**:神经网络自动代码摘要
- **课件:** [paper]
- **论文原文:** [paper](https://github.com/learning511/cs224n-learning-camp/blob/master/paper/Summarizing%20Source%20Code%20using%20a%20Neural%20Attention%20Model.pdf); **论文分析--------** [highlight]()
- **论文笔记:**[神经网络自动代码摘要](http://www.hankcs.com/nlp/cs224n-summarizing-source-code.html)
6. 比赛(待定)

Expand All @@ -216,16 +216,16 @@
- ****学习笔记****[挑战深度学习与自然语言处理的极限](http://www.hankcs.com/nlp/cs224n-tackling-the-limits-of-dl-for-nlp.html)

2. **论文导读**:neural-turing-machines
- **课件:** [paper]
- **论文原文:** [paper](https://github.com/learning511/cs224n-learning-camp/blob/master/paper/Neural%20Turing%20Machines.pdf); **论文分析** [highlight](https://github.com/learning511/cs224n-learning-camp/blob/master/paper/highlight/cs224n-2017-lecture14-highlight.pdf)
- **论文笔记:**[neural-turing-machines](http://www.hankcs.com/nlp/cs224n-neural-turing-machines.html)

3 **论文导读**: 深度强化学习用于对话生成
- **课件:** [paper]
- **论文原文:** [paper](https://github.com/learning511/cs224n-learning-camp/blob/master/paper/Deep%20Reinforcement%20Learning%20for%20Dialogue%20Generation.pdf); **论文分析** [highlight](https://github.com/learning511/cs224n-learning-camp/blob/master/paper/highlight/cs224n-2017-lecture11-highlight.pdf)
- **论文笔记:**[深度强化学习用于对话生成](http://www.hankcs.com/nlp/cs224n-deep-reinforcement-learning-for-dialogue-generation.html)

### Week11
1. **论文导读**:图像对话
- **课件:** [paper]
- **论文原文:** [paper](); **论文分析** [highlight]()
- **论文笔记:**[图像对话](http://www.hankcs.com/nlp/cs224n-visual-dialog.html)
2. 比赛复盘
3. 期末总结
36 changes: 18 additions & 18 deletions README.md.bak
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## 知识工具
为了让大家逐渐适应英文阅读,复习材料我们有中英两个版本,**但是推荐大家读英文**
### 数学工具
**斯坦福资料:**
#### 斯坦福资料:
- [线性代数](http://web.stanford.edu/class/cs224n/readings/cs229-linalg.pdf)
- [概率论](http://web.stanford.edu/class/cs224n/readings/cs229-prob.pdf)
- [凸函数优化](http://web.stanford.edu/class/cs224n/readings/cs229-cvxopt.pdf)
- [随机梯度下降算法](http://cs231n.github.io/optimization-1/)
**斯坦福资料:**
#### 中文资料:
- [机器学习中的数学基本知识](https://www.cnblogs.com/steven-yang/p/6348112.html)
- [统计学习方法](http://vdisk.weibo.com/s/vfFpMc1YgPOr)
**大学课本**
**大学数学课本(从故纸堆里翻出来^_^)**

### 编程工具
**斯坦福资料:**
#### 斯坦福资料:
- [Python复习](http://web.stanford.edu/class/cs224n/lectures/python-review.pdf)
**斯坦福资料:**
#### 中文资料:
- [莫烦python教程](https://morvanzhou.github.io/tutorials/python-basic/basic/)
- [廖雪峰python3教程](https://www.liaoxuefeng.com/article/001432619295115c918a094d8954bd493037b03d27bf9a9000)

Expand All @@ -70,7 +70,7 @@
- **学习笔记**:[wordvecotor](http://www.hankcs.com/nlp/word-vector-representations-word2vec.html)

3. 论文导读:一个简单但很难超越的Sentence Embedding基线方法
- **课件:** [paper1]()
- **论文原文:** [paper](https://github.com/learning511/cs224n-learning-camp/blob/master/paper/A%20Simple%20but%20Tough-to-beat%20Baseline%20for%20Sentence%20Embeddings.pdf); **论文分析** [highlight](https://github.com/learning511/cs224n-learning-camp/blob/master/paper/highlight/cs224n-2017-lecture1-highlight.pdf)
- **论文笔记**:[Sentence Embedding](http://www.hankcs.com/nlp/cs224n-sentence-embeddings.html)
4. 作业:Assignment 1.1-1.2
- 1.1 Softmax 算法
Expand All @@ -87,7 +87,7 @@
- **学习笔记**:[Word Window分类与神经网络](http://www.hankcs.com/nlp/cs224n-word-window-classification-and-neural-networks.html)

3. 论文导读:词语义项的线性代数结构与词义消歧
- **课件:** [paper2]()
- **论文原文:** [paper](https://github.com/learning511/cs224n-learning-camp/blob/master/paper/Linear%20Algebraic%20Structure%20of%20Word%20Senses%2C%20with%20Applications%20to%20Polysemy.pdf); **论文分析** [highlight](https://github.com/learning511/cs224n-learning-camp/blob/master/paper/highlight/cs224n-2017-lecture2-highlight.pdf)
- **论文笔记:**[词语义项的线性代数结构与词义消歧](http://www.hankcs.com/nlp/cs224n-word-senses.html)
4. 作业:Assignment 1.3-1.4
- 1.3 word2vec 实现
Expand All @@ -104,7 +104,7 @@
- **学习笔记:** [句法分析和依赖解析](http://www.hankcs.com/nlp/cs224n-dependency-parsing.html)

3. 论文导读:高效文本分类
- **课件:** [paper]
- **论文原文:** [paper](https://github.com/learning511/cs224n-learning-camp/blob/master/paper/Bag%20of%20Tricks%20for%20Efficient%20Text%20Classification.pdf); **论文分析** [highlight](https://github.com/learning511/cs224n-learning-camp/blob/master/paper/highlight/cs224n-2017-lecture3-highlight.pdf)
- **论文笔记:**[高效文本分类](http://www.hankcs.com/nlp/cs224n-bag-of-tricks-for-efficient-text-classification.html)
4. **作业** Assignment 2.2
- 2.2 Neural Transition-Based Dependency Parsing 基于神经网络的依赖分析
Expand All @@ -121,7 +121,7 @@
- **学习笔记**:[RNN和语言模型](http://www.hankcs.com/nlp/cs224n-rnn-and-language-models.html)

3. 论文导读:词嵌入对传统方法的启发
- **课件:** [paper]
- **论文原文:** [paper](https://github.com/learning511/cs224n-learning-camp/blob/master/paper/Impoving%20distributional%20similarly%20with%20lessons%20learned%20from%20word%20embeddings.pdf); **论文分析** [highlight](https://github.com/learning511/cs224n-learning-camp/blob/master/paper/highlight/cs224n-2017-lecture4-highlight.pdf)
- **论文笔记:**[词嵌入对传统方法的启发](http://www.hankcs.com/nlp/cs224n-improve-word-embeddings.html)
4. 作业:Assignment 2.1
- 2.1 Tensorflow Softmax 基于TensorFlow的softmax分类
Expand All @@ -137,8 +137,8 @@
- [观看视频](https://www.youtube.com/watch?v=2DYxT4OMAmw&list=PL3FW7Lu3i5Jsnh1rnUwq_TcylNr7EkRe6&index=10)

3. 论文导读:基于转移的神经网络句法分析的结构化训练
- **课件:** [paper]
- **论文笔记:**[基于转移的神经网络句法分析的结构化训练](http://www.hankcs.com/nlp/cs224n-syntaxnet.html)
- **论文原文:** [paper](https://github.com/learning511/cs224n-learning-camp/blob/master/paper/Structured%20Training%20for%20Neural%20Network%20Transition-Based%20Parsing.pdf); **论文分析** [highlight](https://github.com/learning511/cs224n-learning-camp/blob/master/paper/highlight/cs224n-2017-lecture6-highlight.pdf)
- **论文笔记:**[基于神经网络句法分析的结构化训练](http://www.hankcs.com/nlp/cs224n-syntaxnet.html)
4. 作业:Assignment 2.3
- 2.3 Recurrent Neural Networks: Language Modeling 循环神经网络语言建模

Expand All @@ -154,7 +154,7 @@
- **学习笔记**:[GRU和NMT的进阶](http://www.hankcs.com/nlp/cs224n-gru-nmt.html)

3. 论文导读:谷歌的多语种神经网络翻译系统
- **课件:** [paper]
- **论文原文:** [paper](); **论文分析** [highlight]()
- **论文笔记:**[谷歌的多语种神经网络翻译系统](http://www.hankcs.com/nlp/cs224n-google-nmt.html)
4. 作业:Assignment 3.1
- 3.1 A window into named entity recognition(NER)基于窗口模式的名称识别
Expand All @@ -171,7 +171,7 @@
- **学习笔记**:[卷积神经网络](http://www.hankcs.com/nlp/cs224n-convolutional-neural-networks.html)

3. 论文导读:谷歌的多语种神经网络翻译系统
- **课件:** [paper]
- **论文原文:** [paper](); **论文分析** [highlight]()
- **论文笔记:**[读唇术](http://www.hankcs.com/nlp/cs224n-lip-reading.html)
4. 作业:Assignment 3.2
- 3.2 Recurrent neural nets for named entity recognition(NER) 基于RNN的名称识别
Expand All @@ -189,7 +189,7 @@
- ****学习笔记****:[指代消解](http://www.hankcs.com/nlp/cs224n-coreference-resolution.html)

3. 论文导读:谷歌的多语种神经网络翻译系统
- **课件:** [paper]
- **论文原文:** [paper](); **论文分析** [highlight]()
- **论文笔记:**[Character-Aware神经网络语言模型](http://www.hankcs.com/nlp/cs224n-character-aware-neural-language-models.html)
4. **作业**:Assignment 3.3
- 3.3 Grooving with GRUs((NER)基于GRU的名称识别
Expand All @@ -205,7 +205,7 @@
- ****学习笔记****:[指代消解](http://www.hankcs.com/nlp/cs224n-nlp-issues-architectures.html)

3. **论文导读**:神经网络自动代码摘要
- **课件:** [paper]
- **论文原文:** [paper](); **论文分析** [highlight]()
- **论文笔记:**[神经网络自动代码摘要](http://www.hankcs.com/nlp/cs224n-summarizing-source-code.html)
6. 比赛(待定)

Expand All @@ -216,16 +216,16 @@
- ****学习笔记****: [挑战深度学习与自然语言处理的极限](http://www.hankcs.com/nlp/cs224n-tackling-the-limits-of-dl-for-nlp.html)

2. **论文导读**:neural-turing-machines
- **课件:** [paper]
- **论文原文:** [paper](); **论文分析** [highlight]()
- **论文笔记:**[neural-turing-machines](http://www.hankcs.com/nlp/cs224n-neural-turing-machines.html)

3 **论文导读**: 深度强化学习用于对话生成
- **课件:** [paper]
- **论文原文:** [paper](); **论文分析** [highlight]()
- **论文笔记:**[深度强化学习用于对话生成](http://www.hankcs.com/nlp/cs224n-deep-reinforcement-learning-for-dialogue-generation.html)

### Week11
1. **论文导读**:图像对话
- **课件:** [paper]
- **论文原文:** [paper](); **论文分析** [highlight]()
- **论文笔记:**[图像对话](http://www.hankcs.com/nlp/cs224n-visual-dialog.html)
2. 比赛复盘
3. 期末总结

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