Xavier Carreras

  • machine learning
  • deep learning
  • data analytics
  • natural language processing
  • artificial intelligence

My research areas are Natural Language Processing and Machine Learning. I focus in statistical models for natural language processing, with particular interests in parsing, translation and grammar induction techniques. Over the past years I have been working in named entity extraction, chunking, syntactic parsing and semantic role labeling. More recently I became interested in spectral methods for NLP, and how can we use them to learn expressive grammars.

Currently I am the president of SIGNLL, the SIG organizing the CoNLL conference. I am a reviewer for TACL, and typically I am a member of the PC of ACL, EMNLP and CoNLL.

I joined as a research scientist in June 2014. From 2009 to 2014 I was research scientitst at the Universitat Politecnica de Catalunya (UPC) in Barcelona, where I still maintain links and I supervise PhD students. From 2006 to 2009 I was a postdoc researcher at MIT/CSAIL working with Michael Collins. From 2002 to 2005 I was a PhD student at UPC, under the supervision of Lluis Marquez.

You can check my publications at my Google Scholar page or my activities and papers at my university webpage.