Evaluating Negative Sampling Approaches for Neural Topic Models

Suman Adhya, Avishek Lahiri, Debarshi Kumar Sanyal +1

Negative sampling has emerged as an effective technique that enables deep learning models to learn better representations by introducing the paradigm of learn-to-compare. The goal…