Affect preferences vary with user demographics, and tapping into demographicinformation provides important cues about the users’ language preferences . We propose EmpathBERT, ademographic-aware framework for empathy prediction based on BERT . Through comparative experiments, we show that EmpathberT surpasses traditional machine learning and deep learning models . We also highlight the importance of affectinformation in the responses by developing affect-aware models to predict userdemographic attributes .

Author(s) : Bhanu Prakash Reddy Guda, Aparna Garimella, Niyati Chhaya

Links : PDF - Abstract

Code :
Coursera

Keywords : empathbert - aware - based - bert - affect -

Leave a Reply

Your email address will not be published. Required fields are marked *