Paper Info
Title
Facilitating the analysis of discourse phenomena in an interoperable NLP platform
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.
Year
DOI
Venue
2013
10.1007/978-3-642-37247-6_45
CICLing
Keywords
Field
DocType
discourse information,u-compare type system,new deserialisation component,new u-compare,nlp tool,new discourse-level type,discourse annotation,shared system,discourse phenomenon,interoperable nlp platform,type system,coreference,causality
Data science,Information management,Coreference,Computer science,Interoperability,Visualization,Data type,Metaknowledge,Artificial intelligence,Natural language processing,Workflow,Syntax
Conference
Citations 
PageRank 
References 
5
0.42
28
Authors
8
Name
Order
Citations
PageRank
Riza Theresa Batista-Navarro19810.87
Georgios Kontonatsios2458.03
Claudiu Mihăilă3324.35
Paul Thompson4986.25
Rafal Rak538218.30
Raheel Nawaz612616.98
Ioannis Korkontzelos724424.60
Sophia Ananiadou82658183.08