*Ford RJ, *Teschke SR, *Reid EB, *Durham KK, *Kroetsch JT, Rush JWE. Chronic in vivo or acute in vitro resveratrol attenuates endothelium-dependent cyclooxygenase-mediated contractile signalling in hypertensive rat carotid artery. *Denniss SG, * Ford RJ, * Smith CS, *Jeffery AJ, Rush, JWE. See Google Scholar for list of publications. MSc Human Biology, University of Guelph Selected publications PhD Physiology (with distinction), State University of New York Health Sciences Centre Syracuse Endothelium-derived contracting and relaxing factorsīSc Human Kinetics (with distinction), University of Guelph.Teaching, expertise, tools and technologies The ultimate goal of this research is to explain the mechanisms by which vascular function can be improved to prevent disease and the preserve cardiovascular health. Our recent work has focused on discovering regulatory influences on endothelium derived contracting factors, and on the effects of the red wine polyphenol resveratrol on vascular function. In particular, I am interested in the effects of hypertension, age, and exercise on blood vessel health. ![]() My cardiovascular research interests relate to regulation of blood vessel function and the signaling pathways in endothelial and vascular smooth muscle cells that control this function. Recognized for his strong leadership, Rush previously held numerous administrative positions within the Faculty of Health including dean, associate dean graduate studies and research, and chair of the Department of Kinesiology and Health Sciences. He joined the Department of Kinesiology and Health Sciences at Waterloo in 2000. He completed his PhD with distinction at the State University of New York Heath Center at Syracuse in 1998 before pursuing post-doctoral work at the Dalton Cardiovascular Research Center at the University of Missouri-Columbia. Rush, Sumit Chopra, and Jason Weston.James Rush is a professor of physiology and vice-president academic and provost of the University of Waterloo. Rush.Ī Neural Attention Model for Abstractive Sentence SummarizationĪlexander M. Yoon Kim, Yacine Jernite, David Sontag, and Alexander M. Guillaume Klein, Yoon Kim, Yuntian Deng, Jean Senellart, Alexander M. ![]() OpenNMT: Open-Source Toolkit for Neural Machine Translation Hendrik Strobelt, Sebastian Gehrmann, Hanspeter Pfister, and Alexander M. LSTMVis: A Tool for Visual Analysis of Hidden State Dynamics in Recurrent Neural Networks Learning Neural Templates for Text Generation Transformers: State-of-the-art Natural Language ProcessingĬompound Probabilistic Context-Free Grammars for Grammar Induction Multitask prompted training enables zero-shot task generalization We have won paper awards at conferences for NLP, Hardware, and Visualization, as well as awards for best demonstrations for open-source software.Ī selection of papers from the last five years that represent my research interests and style. My group's work has been recognized with an NSF CAREER Award and a Sloan Fellowship. Visual tools for understanding of neural language models.Efficient algorithms and hardware for speech, translation, and dialogue.Deep generative models for probabilistic text processing and understanding.Interpretable and controllable natural language generation for data-to-text summary.I work part-time at Hugging Face and like to release various software ![]() I am also interested in open-source NLP and deep learning, andĭevelop projects to make deep learning systems safer, more clear, and easier to ![]() Methodologically, we studyĭata-driven probabilistic methods that combine deep-learningīased models with probabilistic controls. Text generation such as machine translation, document summarization,Īnd data-to-text generation. We are interested primarily in tasks that involve My research aims to build NLP systems that are safe, fast, andĬontrollable.
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