Some invited talks, lectures and tutorials:

Auto-Encoding Variational Neural Machine Translation
University of Melbourne, Amazon, University of Heidelberg
Tour Abstract
Variational Inference and Deep Generative Models
Tutorial
Tour Abstract Slides
Modelling Latent Variation in Translation Data
25/05/2018, University of Edinburgh - ILCC Seminar
Slides
Deep Generative Models: Backpropagation Through Stochastic Computation Graphs
24/05/2018, University of Edinburgh - ILCC
About Slides
Probabilistic modelling for NLP powered by deep learning
03/04/2018, Naver Labs Europe (France)
About Abstract Slides
Joint Word Representation and Alignment: Embed-Align
07/04/2017, UvA-ILPS Lunch Talk
Abstract Slides
Directed graphical models (the case of lexical alignment models)
08/12/2016, NLP1-UvA
About Slides
Sampling (for unsupervised language learning)
23/02/2015, ULL-UvA
About Slides
Decoding for SMT
10/09/2014, FBK (Trento)
About Abstract Slides
Tutorial on Statistical Machine Translation
RANLP 2011 (Hissar, Bulgaria)
Abstract