Abstract
The analysis of discourse phenomena is essential in many natural language processing (NLP) applications. The growing diversity of available corpora and NLP tools brings a multitude of representation formats. In order to alleviate the problem of incompatible formats when constructing complex text mining pipelines, the Unstructured Information Management Architecture (UIMA) provides a standard means of communication between tools and resources. U-Compare, a text mining workflow construction platform based on UIMA, further enhances interoperability through a shared system of data types, allowing free combination of compliant components into workflows. Although U-Compare and its type system already support syntactic and semantic analyses, support for the analysis of discourse phenomena was previously lacking. In response, we have extended the U-Compare type system with new discourse-level types. We illustrate processing and visualisation of discourse information in U-Compare by providing several new deserialisation components for corpora containing discourse annotations. The new U-Compare is downloadable from http://nactem.ac.uk/ ucompare. © 2013 Springer-Verlag.
Original language | English |
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Title of host publication | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)|Lect. Notes Comput. Sci. |
Place of Publication | Berlin, Germany |
Publisher | Springer Nature |
Pages | 559-571 |
Number of pages | 12 |
Volume | 7816 |
ISBN (Print) | 9783642372469 |
DOIs | |
Publication status | Published - 2013 |
Event | 14th Annual Conference on Intelligent Text Processing and Computational Linguistics, CICLing 2013 - Samos Duration: 1 Jul 2013 → … http://link.springer.com/chapter/10.1007%2F978-3-642-37247-6_45 |
Publication series
Name | Lecture Notes in Computer Science |
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Publisher | Springer Berlin Heidelberg |
Other
Other | 14th Annual Conference on Intelligent Text Processing and Computational Linguistics, CICLing 2013 |
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City | Samos |
Period | 1/07/13 → … |
Internet address |
Keywords
- causality
- coreference
- discourse
- interoperabilty
- meta-knowledge
- U-Compare
- UIMA