Ilona Silins

Publication Activity (10 Years)

Years Active: 2009-2017
Publications (10 Years): 2

Top Topics

Risk Assessment

Active Learning

Scientific Literature

Top Venues

Publications

Simon Baker, Imran Ali, Ilona Silins, Sampo Pyysalo, Yufan Guo, Johan Högberg, Ulla Stenius, Anna Korhonen
Cancer Hallmarks Analytics Tool (CHAT): a text mining approach to organize and evaluate scientific literature on cancer. Bioinform. 33 (24) (2017)
Simon Baker, Ilona Silins, Yufan Guo, Imran Ali, Johan Högberg, Ulla Stenius, Anna Korhonen
Automatic semantic classification of scientific literature according to the hallmarks of cancer. Bioinform. 32 (3) (2016)
Yufan Guo, Diarmuid Ó Séaghdha, Ilona Silins, Lin Sun, Johan Högberg, Ulla Stenius, Anna Korhonen
CRAB 2.0: A text mining tool for supporting literature review in chemical cancer risk assessment. COLING (Demos) (2014)
Yufan Guo, Ilona Silins, Ulla Stenius, Anna Korhonen
Active learning-based information structure analysis of full scientific articles and two applications for biomedical literature review. Bioinform. 29 (11) (2013)
Yufan Guo, Ilona Silins, Roi Reichart, Anna Korhonen
CRAB Reader: A Tool for Analysis and Visualization of Argumentative Zones in Scientific Literature. COLING (Demos) (2012)
Yufan Guo, Anna Korhonen, Ilona Silins, Ulla Stenius
Weakly supervised learning of information structure of scientific abstracts - is it accurate enough to benefit real-world tasks in biomedicine? Bioinform. 27 (22) (2011)
Yufan Guo, Anna Korhonen, Maria Liakata, Ilona Silins, Johan Högberg, Ulla Stenius
A comparison and user-based evaluation of models of textual information structure in the context of cancer risk assessment. BMC Bioinform. 12 (2011)
Yufan Guo, Anna Korhonen, Maria Liakata, Ilona Silins, Lin Sun, Ulla Stenius
Identifying the Information Structure of Scientific Abstracts: An Investigation of Three Different Schemes. BioNLP@ACL (2010)
Anna Korhonen, Ilona Silins, Lin Sun, Ulla Stenius
The first step in the development of text mining technology for cancer risk assessment: identifying and organizing scientific evidence in risk assessment literature. BMC Bioinform. 10 (2009)
Lin Sun, Anna Korhonen, Ilona Silins, Ulla Stenius
User-Driven Development of Text Mining Resources for Cancer Risk Assessment. BioNLP@HLT-NAACL (2009)