Yufan Guo

Biography

I am a PhD student at DTAL doing computational linguistics/ natural language processing under the supervision of Dr Anna Korhonen. I am particularly interested in statistical NLP and applications of NLP in real-world tasks, e.g. identifying the information structure of scientific publications.

Publications

2013

  • Yufan Guo, Ilona Silins, Ulla Stenius and Anna Korhonen. 2013. Active learning-based information structure analysis of full scientific articles and two applications for biomedical literature review. In Bioinformatics 2013, doi: 10.1093/bioinformatics/btt163. Link
  • Yufan Guo, Roi Reichart and Anna Korhonen. 2013. Improved Information Structure Analysis of Scientific Documents Through Discourse and Lexical Constraints. In Proceedings of NAACL 2013. Atlanta, US. Link
    [Data]

2012

  • Yufan Guo, Ilona Silins, Roi Reichart and Anna Korhonen. 2012. CRAB Reader: A Tool for Analysis and Visualization of Argumentative Zones in Scientific Literature. In Proceedings of COLING 2012. Mumbai, India. Link
  • Danish Contractor, Yufan Guo and Anna Korhonen. 2012. Using Argumentative Zones for Extractive Summarization of Scientific Articles. In Proceedings of COLING 2012. Mumbai, India. Link
  • Yufan Guo. 2012. E-mail Spam Filtering and Natural Language Processing. In Hakin9 Exploiting Software, 2:5. Link

2011

  • Yufan Guo, Anna Korhonen, Ilona Silins and Ulla Stenius. 2011. Weakly-supervised learning of information structure of scientific abstracts - is it accurate enough to benefit real-world tasks in biomedicine? In Bioinformatics 2011, doi: 10.1093/bioinformatics/btr536. Link
  • Yufan Guo, Anna Korhonen and Thierry Poibeau. 2011. A Weakly-supervised Approach to Argumentative Zoning of Scientific Documents. In Proceedings of EMNLP 2011. Edinburgh, UK. Link
  • Yufan Guo, Anna Korhonen, Maria Liakata, Ilona Silins, Johan Hogberg and Ulla Stenius. 2011. A comparison and user-based evaluation of models of textual information structure in the context of cancer risk assessment. In BMC Bioinformatics 2011, 12:69. Link

2010

  • Yufan Guo, Anna Korhonen, Maria Liakata, Ilona Silins, Lin Sun and Ulla Stenius. 2010. Identifying the Information Structure of Scientific Abstracts: An Investigation of Three Different Schemes. In Proceedings of bio-NLP 2010. Uppsala, Sweden. Link
    [Data]

Talk

  • Using Models of Textual Information Structure to Aid the Review of Biomedical Abstracts in Cancer Risk Assessment. Invited talk at Laboratoire d'Informatique de Paris-Nord, France. 2010. Slides
  • © Yufan Guo. Last updated: May 2013. Email: yg244 AT cam.ac.uk