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nreimers authored Nov 21, 2016
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Expand Up @@ -33,18 +33,22 @@ The following is a short list with good introductions to different aspects of de

## Code Session 1 - SENNA Architecture for Sequence Classification
**Slides:** [pdf](https://github.com/UKPLab/deeplearning4nlp-tutorial/raw/master/2016-11_Seminar/Session%201%20-%20SENNA/SENNA.pdf)
**Code:** See folder [Session 1 - SENNA](https://github.com/UKPLab/deeplearning4nlp-tutorial/tree/master/2016-11_Seminar/Session%201%20-%20SENNA)

## Theory 3 - Introduction to Convolutional Neural Networks
**Slides:** [pdf](https://github.com/UKPLab/deeplearning4nlp-tutorial/raw/master/2016-11_Seminar/3_Theory_Convolutional_NN.pdf)

## Code Session 2 - Convolutional Neural Networks for Text Classification
**Slides:** [pdf](https://github.com/UKPLab/deeplearning4nlp-tutorial/raw/master/2016-11_Seminar/Session%202%20-%20Sentence%20CNN/Sentence_CNN.pdf)
**Code:** See folder [Session 2 - Sentence CNN](https://github.com/UKPLab/deeplearning4nlp-tutorial/tree/master/2016-11_Seminar/Session%202%20-%20Sentence%20CNN)

## Code Session 3 - Convolutional Neural Networks for Relation Extraction
**Slides:** [pdf](https://github.com/UKPLab/deeplearning4nlp-tutorial/raw/master/2016-11_Seminar/Session%203%20-%20Relation%20CNN/Relation_CNN.pdf)
**Code:** See folder [Session 3 - Relation CNN](https://github.com/UKPLab/deeplearning4nlp-tutorial/tree/master/2016-11_Seminar/Session%203%20-%20Relation%20CNN)

## Theory 4 - Introduction to LSTM
**Slides:** [pdf](https://github.com/UKPLab/deeplearning4nlp-tutorial/raw/master/2016-11_Seminar/4_Theory_Recurrent Neural Networks.pdf)
**Code:** See folder [Session 4 - LSTM Sequence Classification](https://github.com/UKPLab/deeplearning4nlp-tutorial/tree/master/2016-11_Seminar/Session%204%20-%20LSTM%20Sequence%20Classification)

## Code Session 4 - LSTM for Sequence Classification
**Slides:** [pdf](https://github.com/UKPLab/deeplearning4nlp-tutorial/raw/master/2016-11_Seminar/Session%204%20-%20LSTM%20Sequence%20Classification/LSTM%20for%20Sequence%20Classification.pdf)

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