representation learning for conversational AI + Auxiliary Tasks
Title: representation learning for conversational AI + Auxiliary Tasks
SNIC Project: Berzelius-2022-115
Project Type: LiU Berzelius
Principal Investigator: Mehrdad Farahani <mehrdad.farahani@chalmers.se>
Affiliation: Chalmers tekniska högskola
Duration: 2022-05-12 – 2022-12-01
Classification: 10208
Homepage: http://www.cse.chalmers.se/~richajo/rlfcai.html
Keywords:

Abstract

As the first part of my investigation on representation learning for conversational AI, I plan on working on Pretrained Language Models (PLM) in Open Domain Dialog Systems (ODD). My research will investigate the possibility of improving the contextual consistency of ODD by incorporating auxiliary tasks, as part of my study. I need access to powerful computational resources since I plan to work on GPT, BERT, and BART models at various architectural scales.