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Updating figures & descriptions for Ch 5 #23
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suranah authored Sep 5, 2020
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# Information Extraction

Set of notebooks associated with Chapter 5 of the book.
## 🔖 Outline

To be added


## 🗒️ Notebooks

Set of notebooks associated with the chapter.

1. **[Key Phrase Extraction](https://github.com/practical-nlp/practical-nlp/blob/master/Ch5/01_KPE.ipynb)**: Here we demonstrate Key Phrase Extraction using textacy.

2. **[NER using CRF](https://github.com/practical-nlp/practical-nlp/blob/master/Ch5/02_NERTraining.ipynb)**: Here we demonstrate how to perform NER using Conditional Random Fields.

3. **[NER issues in spaCy](https://github.com/practical-nlp/practical-nlp/blob/master/Ch5/03_NERIssues.ipynb)**: Here we illustrate some of the issues with existing NER model in spacy and its sensitivity to text structure.
3. **[NER issues in spaCy](https://github.com/practical-nlp/practical-nlp/blob/master/Ch5/03_NERIssues.ipynb)**: Here we illustrate some of the issues with the existing NER model in spacy and its sensitivity to text structure.

4. **[NER on CONLL using spaCy](https://github.com/practical-nlp/practical-nlp/blob/master/Ch5/04_NER_using_spaCy%20-%20CoNLL.ipynb)**: Here we demonstrate NER on the CONLL-NER dataset using spaCy.

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8. **[Duckling](https://github.com/practical-nlp/practical-nlp/blob/master/Ch5/08_Duckling.ipynb)**: Here we demonstrate Temporal IE using duckling.


## 🖼️ Figures

Color figures as requested by the readers.

![figure](https://github.com/practical-nlp/practical-nlp-figures/raw/master/figures/5-1.png)
![figure](https://github.com/practical-nlp/practical-nlp-figures/raw/master/figures/5-2.png)
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![figure](https://github.com/practical-nlp/practical-nlp-figures/raw/master/figures/5-7.png)
![figure](https://github.com/practical-nlp/practical-nlp-figures/raw/master/figures/5-8.png)
![figure](https://github.com/practical-nlp/practical-nlp-figures/raw/master/figures/5-9.png)
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![figure](https://github.com/practical-nlp/practical-nlp-figures/raw/master/figures/5-19.png)

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