teaching

Courses

• Imitation learning seminar in the context of the Advanced topics in machine learning and natural language processing module

• Natural Language Processing module (2016-2018) (COM4513 and COM6513, teaching materials here). The module is now maintained and delivered by Nikos Aletras.

• Supervisor for the Industrial Team Project (2017) (COM6911) and the Darwin Project (2018) (COM4520)

• NLP reading group at Sheffield (previously ran at UCL and Cambridge)

• Supervisor for Research Methods (COMP3095) and Research Group Project (COMP3096) at UCL in 2015. The group won the best project award and got a paper at EMNLP 2015!

• Guest lecturer on biomedical text mining (Cambridge and UCL, 2013-2015), topic modelling (UCL, 2014) and active learning (Warwick, 2014-2015).

Tutorials, thematic schools, etc.

• Tutorials on imitation learning (webpage) at:
  • European Chapter of the Association for Computational Linguistics 2017
  • the 2016 Lisbon Machine Learning Summer School
  • the machine learning thematic workshop at IRIT in Toulouse
  • See the code here implementing some of the methods described in the tutorial and demonstrated in a jupyter notebook for PoS tagging!

• Tutorial on Matrix and Tensor Factorization Methods for Natural Language Processing (video, slides and code) at ACL 2015 with Guillaume Bouchard, Jason Naradowsky, Sebastian Riedel and Tim Rocktäschel.

• Tutorial on Machine Learning for Natural Language Processing (webpage) at the Summer School in Machine Learning for Digital English Language Teaching