Hi!
I'm Soheil

NLP group, University of British Columbia, Canada

Apple Maps Search Team, Apple Inc., USA

Natural Language Dialogue group, Institute for Creative Technologies, USC

Software Quality Lab,
University of Southern California

Intelligence and Knowledge Discovery (INK) Research Lab, University of Southern California

Machine INtelligence and Data Science (MINDS) research group, Information Sciences Institute, USC

Smart Laboratory, Sharif University of Technology

Design and implement a generative deep learning model for the task of choosing the next best response for the given dialogue, exploiting from Transformers.

Investigate using a dialogue system to preserve endangered languages, and the viability of a multilingual dialogue system to generate a general use corpus of audio responses.

Build a sequence to sequence neural network dialogue manager, based on dual-encoder model's architecture, as an alternative to the previously existing dialogue manager of New Dimensions in Testimony (NDT) system.