Talks
Most of the talks listed on this page summarize multiple threads of my research. (This page tends to be a bit slow with updates.)
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Dissecting NLP models and Mending them with Logic at Information Sciences Institute, July 2022.
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Adventures with Neural Networks and Logic: Semantic Roles and Beyond at the University of Stuttgart, June 2021.
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Training Neural Networks with a Little Help from Knowledge
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Fads Fallacies and Fantasies in the name of Machine Learning
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Where Neural Networks Fail: The Case for a Little Help from Knowledge
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Natural Language Processing in Therapy: What Is and What Can Be at Georgetown University. September 2019.
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What is Deep Learning? Why Should I Care? at a Lunch Workshop to Improve Faculty Teaching of Data Science and Informatics, the Department of Biomedical Informatics, Utah. July 2018.
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Natural Language Processing in the Wild: Opportunities & Challenges
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Expanding the Horizons of NLP: Challenges and Opportunities
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Modeling Linguistic Structure (And What We Can Do With One)
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A Tale of Two Activations at the University of Texas, Austin. October 2016.
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Playing with Linguistic Structures at Brigham Young University. April 2015.
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Predicting a Structured Semantic Representation of Text (And what we can do with one) at the University of Colorado, Boulder. June 2014.
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Learning Distributed Representations for Structured Output Prediction at the University of Colorado, Boulder. June 2014.
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Semantic Role Labeling and its Extensions at Nuance Communications. February 2014.