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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