ISI Directory

Sarik Ghazarian Ghalemaleki, Graduate Research Assistant

Graduate Research Assistant

Education

M.S., Computer Science, University of Isfahan, Iran
B.S., Computer Science, University of Isfahan, Iran

Bio

Sarik Ghazarian is a PhD student at University of Southern California/Information Sciences Institute (USC/ISI). She is interested in Natural Language Generative (NLG) models and automatically evaluating their performance. Sarik has received her B.S. and M.S. degree in Computer Science from University of Isfahan, Iran.

Research Summary

My main research is on automatically evaluating open-domain dialogue systems in different levels including turn and conversation levels.  Due to multifaceted nature of dialogue systems, the evaluation metrics need to assess the quality from different perspectives including relevance, engagingness, coherence and etc. The main goal is to train learnable metrics to evaluate the performance of generative models to be close to human judgments and can be reliable replacements for them.