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text-classification-small-datasets's Introduction

Text Classification With Extremely Small Datasets

Accompanying blog : https://towardsdatascience.com/text-classification-with-extremely-small-datasets-333d322caee2

Credits:

  1. Abhijnan Chakraborty, Bhargavi Paranjape, Sourya Kakarla, and Niloy Ganguly. "Stop Clickbait: Detecting and Preventing Clickbaits in Online News Media”. In Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), San Fransisco, US, August 2016.
  2. Potthast et al. (2016) https://webis.de/downloads/publications/papers/stein_2016b.pdf
  3. Terrier Stop Word list : https://github.com/terrier-org/terrier-desktop/blob/master/share/stopword-list.txt
  4. Downworthy : https://github.com/snipe/downworthy
  5. Dale Chall Easy word list: http://www.readabilityformulas.com/articles/dale-chall-readability-word-list.php

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text-classification-small-datasets's Issues

Feature Engineering

Hi,

Thank you again for this amazing work. Really huge and deals with many points.
Please I was wondering how did you perform the12 types of features engineering?
Is there any available code to reproduce these 12 types of features?

Thank you.

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