University Courses
Massive Data Storage and Retrieval Graduate Course, Rutgers University, Fall 2019
Massive Data Storage and Retrieval Graduate Course, Rutgers University, Fall 2018
Introduction to Data Science Undergraduate Course, Rutgers University, Spring 2018
Massive Data Storage, Retrieval, and Deep Learning Graduate Course, Rutgers University, Fall 2017
Big Data Analytics and Text Mining Graduate Course, Rutgers University, Spring 2017
Introduction to Data Science Undergraduate Course (with Christoph Schommer), IIIS, Tsinghua University, 2016
Big Data Analytics Undergraduate Course, IIIS, Tsinghua University, 2016
Introduction to Computer Science Undergraduate Course, IIIS, Tsinghua University, 2015/16
Introduction to Data Science Undergraduate Course (with Christoph Schommer), IIIS, Tsinghua University, 2015
Semantic Technologies Graduate Course, IIIS, Tsinghua University, 2015
Speech Science, Technology and Innovative Applications Undergraduate Course (co-taught with Tan Lee, Pak-chung Ching, Ken Ma, Helen Meng, William S.-Y. Wang), IIIS, Tsinghua University, 2015
Introduction to Computer Science Undergraduate Course, IIIS, Tsinghua University, 2014/15
Tutorials and Lectures
Neural Vector Representations Beyond Words: Sentence And Document Embeddings Tutorial at AAAI 2019, Honolulu, 2019 (Website with slides)
Multilingual Vector Representations of Words, Sentences, and Documents Tutorial at IJCNLP 2017, Taipei, 2017 Please email me to obtain a copy of the slides!
Common Sense for Machine Intelligence: Text to Knowledge and Knowledge to Text Tutorial (with Niket Tandon, Aparna Varde) at CIKM 2017, Singapore, 2017 (Slides 1, Slides 2, Slides 3)
Big Data + Deep Learning for Natural Language Guest Lecture in Rutgers CS 442/674 Data Storytelling course, Fall 2017
Multilingual FrameNet Tutorial (co-taught with Collin Baker, Miriam Petruck et al.) at LREC 2016, Slovenia, 2016
Academics in Germany Lecture, Tsinghua University, 2016
Information Extraction and Knowledge Integration Course at 12th EUROLAN Summer School (Invited Professor), Lucian Blaga University of Sibiu, Romania, 2015
Scalable Learning Technologies for Big Data Mining Tutorial (co-taught with Aparna Varde) at DASFAA 2015, 2015 (Slides, including Deep Learning and Learning Representations)
Big Data Guest lecturer in 'Big Data' course, IIIS, Tsinghua University/Microsoft Research Asia, 2014
Linked Data and the Semantic Web Tutorial (co-taught with Katja Hose) at American University of Beirut, March 2014
Introduction to Data Mining Guest lecture at IIIS, Tsinghua University, 2013
Semantic Resources for Natural Language Processing Tutorial at The Long Now Foundation's PanLex project, July 2013
Searching the Web of Data Tutorial (co-taught with Katja Hose) at ECIR 2013 (Slides)
Exploiting Web Data Sources for Advanced NLP Tutorial at COLING 2012
Text Mining and Natural Language Processing 1-Week Course (co-taught with Valeria de Paiva) at Fundação Getúlio Vargas, November 2011
Information Retrieval and Data Mining Teaching Assistant, Saarland University, Winter 2007/08
Advising
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