Ali Emami, PhD

• Natural Language Processing

• Machine Learning

• Common Sense Reasoning

• AI & Ethics

• Interpretability, Fairness and Bias

• Language Understanding & Generation

• Causality

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My research is motivated by a desire to create intelligent machines with common-sense reasoning and world knowledge to enable them to communicate more naturally with us in everyday environments. Specifically, I am interested in developing advanced models and algorithms to address difficult natural language processing problems in various domains including language understanding, dialogue, summarization and recommendation systems.