Pontus Stenetorp covering his left eye with an eye painted on the back of his hand

I am Pontus Stenetorp,* a researcher and educator that finds Natural Language Processing (NLP) and Machine Learning research to be fascinating. The widely-adopted text annotation and visualisation tool brat is one of my creations and since 2012 a majority of my work has been on representation learning (Deep Learning) for natural language.

My current research focuses on end-to-end models that learns with a minimal amount of human supervision – with a particular focus on allowing computers to pass real-world exams – and is supported by the Paul G Allen Family Foundation. If you share any of my research interests, do have a look at my list of publications and if you have questions regarding my research, feel free to contact me. I also teach and supervise student research projects in my area of expertise, but do contact me well in advance of any project application deadline since I can only accept a limited number of students each term and the slots tend to fill up quickly.

Currently, I am a Research Associate at University College London (UCL) and a member of the Machine Reading Group lead by Reader Sebastian Riedel at the Department of Computer Science. I received a PhD from the University of Tokyo in 2013 and a MSc Eng from the Royal Institute of Technology (KTH) in 2010. In my spare time I contribute to the Julia programming language community, read plenty of books, and enjoy being a mediocre amateur photographer.

* Technically my name is Pontus Lars Erik Saito Stenetorp or 西東 ステネートルプ ポントス ラース エリック, but buy me a drink some time and I will tell you all about how I ended up with possibly the longest name in Japan and what it does to your average company customer database.

Selected Publications

  • Sonse Shimaoka, Pontus Stenetorp, Kentaro Inui, Sebastian Riedel. Neural Architectures for Fine-grained Entity Type Classification. April 2017. PDF-file icon Slides icon BibTeX icon
  • Guillaume Bouchard, Pontus Stenetorp, Sebastian Riedel. Learning to Generate Textual Data. November 2016. PDF-file icon Poster icon BibTeX icon
  • Hubert Soyer, Pontus Stenetorp, Akiko Aizawa. Leveraging Monolingual Data for Crosslingual Compositional Word Representations. May 2015. PDF-file icon Poster icon BibTeX icon
  • Pontus Stenetorp. Transition-based Dependency Parsing Using Recursive Neural Networks. December 2013. PDF-file icon Poster icon BibTeX icon
  • Pontus Stenetorp, Sampo Pyysalo, Goran Topić, Tomoko Ohta, Sophia Ananiadou, Jun'ichi Tsujii. brat: a Web-based Tool for NLP-Assisted Text Annotation. April 2012. PDF-file icon Poster icon BibTeX icon
For an exhaustive list of publications see my publication or Google Scholar page.


Jun 20th-24th '17: Organising a Deep Learning Workshop at JuliaCon in Berkeley, CA, USA.
Apr 18th-21st '17: Speaking at the Language, Knowledge and People in Perspective Workshop in Leiden, Netherlands.
Apr 4th '17: Presenting at Games4NLP in Valencia, Spain.
Apr 3rd-7th '17: Presenting at EACL in Valencia, Spain.
Jan 26th '17: Speaking at the University of Cambridge in Cambridge, UK.
Jan 11th '17: Speaking at the CREST International Symposium on Big Data Application in Tokyo, Japan.
Jan 10th '17: Speaking at the Nara Institute of Science and Technology in Ikoma, Japan.