An improvement of attention based CNN.
Today microblogging services are used my millions of
people, who use them for making short posts. The users
also can include hashtags in their text. A hashtag is a string
with a hash symbol in front of the words, commonly used
for expressing the main idea of the text. With an enormous
increase in microblogging services usage among social nets
hashtags attract more attention as efficient tools for data
mining such as public opinion analysis, microblog retrieval,
prediction, etc.
The problem is, that there is a small number of posts with
hashtags made by the authors. Thus and automated hashtag
recomendation became an interesting area for research.
- Sklearn, Scipy, Pandas
- Numpy, Matplotlib
- Jupyter notebook
- TensorFlow >= 0.10, GPU supported
- Writing tests
- Code review
- Other guidelines