[Analyzer] Multifaceted Knowledge Graph based clustering

[shahrukhx01]

Hi @akar5h, @lalitpagaria,
As discussed previously the goal here is to have more advanced document embeddings filterable by facets giving multiple views for a query document, this can be achieved by reproducing the following work:
Paper: https://hpi.de/naumann/projects/web-science/deep-learning-for-text/multifaceted-embeddings.html
Code for the paper: https://github.com/philipphager/faceted-domain-encoder

[akar5h]

I checked out the demo in the link , lets go through their resources and have a discussion.

[lalitpagaria]

Oh this is Julian's paper.

Could you please explain more in detail.
AS far as I understood. First we need train encoder with domain data (within given categories). Later using this to create a cluster word by word level?

[shahrukhx01]

@lalitpagaria I will try giving a short walkthrough in our upcoming call on this paper.