This is a Java-based project for complex event extraction from text and co-reference resolution. Currently the code can read BioNLP shared task format (http://2011.bionlp-st.org/) and i2b2 Natural Language Processing for Clinical Data shared task format (https://www.i2b2.org/NLP/DataSets/Main.php). Event extraction includes finding events and the parameters for an event in a text.

The method is based on SVM but other ML algorithms can be adopted. The method details are explained in the following paper:

Ehsan Emadzadeh, Azadeh Nikfarjam, and Graciela Gonzalez. 2011. Double Layered Learning for Biological Event Extraction from Text. In Proceedings of the BioNLP 2011 Workshop Companion Volume for Shared Task, Portland, Oregon, June. Association for Computational Linguistic

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Categories

Algorithms, Bio-Informatics, Linguistics, Natural Language Processing (NLP)

License

GNU General Public License version 2.0 (GPLv2)

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Additional Project Details

Intended Audience

Science/Research

User Interface

Command-line

Programming Language

Java, Perl

Database Environment

JDBC, MySQL

Related Categories

Perl Algorithms, Perl Bio-Informatics Software, Perl Linguistics Software, Perl Natural Language Processing (NLP) Tool, Java Algorithms, Java Bio-Informatics Software, Java Linguistics Software, Java Natural Language Processing (NLP) Tool

Registered

2011-03-25
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