Gerard de Melo's Teaching

University Courses

Tutorials and Lectures

  • AI: Opportunities and Challenges
    Presentation for external students (co-presented with Jan Westphal), HPI, October 2021

  • 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


Further Information


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