2018

Transfer learning with language models
Belgium NLP meetup, Brussels, October 2018

Frontiers of Natural Language Processing
NLP session, Deep Learning Indaba, Stellenbosch, September 2018

Neural Semi-supervised Learning under Domain Shift
AI2 Tech Talk, Seattle, August 2018

On the Limitations of Unsupervised Bilingual Dictionary Induction
Oral presentation, ACL 2018, Melbourne, July 2018

Strong Baselines for Neural Semi-supervised Learning under Domain Shift
Oral presentation, ACL 2018, Melbourne, July 2018

Successes and Frontiers of Deep Learning
Keynote, Insight@DCU Deep Learning Workshop, Dublin, May 2018

2017

Optimization for Deep Learning
Guest Lecture, Computational Intelligence Course, DIT, Dublin, November 2017

Transfer Learning for NLP
Invited talk, Cambridge, October 2017
South England NLP Meetup, London, October 2017
NLP Copenhagen Meetup, Copenhagen, May 2017

Transfer Learning – The Next Frontier for ML
Accenture Tech Talk, Dublin, March 2017
LinkedIn Tech Talk, Dublin, March 2017

2016

NIPS 2016 Highlights
NLP Dublin Meetup, Dublin, December 2016

A Hierarchical Model of Reviews for Aspect-based Sentiment Analysis
Insight SIG NLP Meetup, Galway, August 2016

Softmax Approximations for Learning Word Embeddings and Language Modeling
NLP Dublin Meetup, Dublin, August 2016