Published multiple papers in conferences including ACL-2021, TACL 2021, EACL-2021, EMNLP-2020, *SEM 2019, NAACL HLT 2018, AAAI 2018, AFFCON 2018, AAAI 2016, NAACL HLT 2015, IEEE NLP-KE 2010, CCIR2010, etc.
Research Experience
Currently a Senior Applied Scientist at Amazon AWS AI, working on research and production of Machine Learning and Natural Language Processing techniques to solve customer problems. Previously, a Senior Research Scientist at Bosch Research, developing machine learning solutions for industrial applications such as dialogue sentiment analysis, customer service, requirement document understanding, knowledge extraction and construction, etc.
Education
PhD in Computer Science from the University of Utah; Research Focus: Machine Learning and Natural Language Processing, with a focus on Information Extraction, Affective Event Understanding, and Sentiment Analysis.
Background
Research Interests: Deep Learning and Natural Language Processing; Professional Field: Building explainable and trustworthy machine learning models for real-world problems.