Topic Modeling

A Simple Explanation

We have been recently fascinated by Topic Modeling though not from a mathematical perspective but from industry applicability. Combined with prediction coding, the power of topic modeling algorithms like LDA and Text Rank are phenomenal. A couple of links for our reference.

1. A simple explanation

Topic modeling made just simple enough.

2. Probabilistic Topic Models by David Blei

http://www.cs.columbia.edu/~blei/papers/Blei2012.pdf

3. The seminal paper on LDA

4. Interesting Paper on topic model evaluation

We plan to implement predictive coding + topic model to solve a couple of interesting problems in our space. Once implemented, we will publish the technique on medium.