CISS registration
By filling in this form you register for the qualification round of the Conversational Intelligence Summer School (
Email address *
Participant information
First name *
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Last name *
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Organisation *
If you are not affiliated with any organisation, please write N/A
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Position *
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Practical task
In this task you should implement multinomial logistic regression. Please follow the instructions in the file and write your code where necessary. When you are happy with the result, please paste your code in the form below where required.

When inserting the code, you should paste the whole function into the form (including the function declaration).

Please note that you should not use any Machine Learning tools or import any additional libraries in this task. Code with *import* instructions will be discarded.

1. Your code for the *softmax* procedure *
Your answer
2. Your code for the *infer* procedure *
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3. Your code for the *loss* procedure *
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4. Your code for the *get_grad* procedure *
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5. Your code for the *train* procedure *
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Paper review
In this task you should provide a short review of a paper. You can choose between three papers and review *only one* of them.
You should write a review of one of these papers:
1. Natural Language Processing (almost) from Scratch (
2. A Convolutional Neural Network for Modelling Sentences (
3. Neural Machine Translation by Jointly Learning to Align and Translate (
Please write your review here *
Your review should be no longer than 500 characters.
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