3 ms·
This sounds really interesting -- can you share anything else, or pieces of the pipeline...especially topic modeling?
by echion 9y ago
This sounds really interesting -- can you share anything else, or pieces of the pipeline...especially topic modeling?
- kusmi 9y agoI use LDA algorithm for topic modeling. It has been the standard go-to for a while now within NLP community. There are implementations of it in many languages. The tricky part is cleaning the text, domain specific stopword lists, and in general controlling how text is processed depending on the context to make useful topic assignments when the text corpus represents more than a single field of knowledge. There are also some interesting ways of combining recent advances in RNNs on top of the more old school LDA topic modeling. I think this will be where most substantial advances will be coming from.