Title
BART: A Modular Toolkit for Coreference Resolution
Abstract
Developing a full coreference system able to run all the way from raw text to seman- tic interpretation is a considerable engineer- ing effort, yet there is very limited avail- ability of off-the shelf tools for researchers whose interests are not in coreference, or for researchers who want to concentrate on a specific aspect of the problem. We present BART, a highly modular toolkit for de- veloping coreference applications. In the Johns Hopkins workshop on using lexical and encyclopedic knowledge for entity dis- ambiguation, the toolkit was used to ex- tend a reimplementation of the Soon et al. (2001) proposal with a variety of additional syntactic and knowledge-based features, and experiment with alternative resolution pro- cesses, preprocessing tools, and classifiers.
Year
Venue
Keywords
2008
LREC
full coreference system,knowledge-based feature,encyclopedic knowledge,considerable engineering effort,modular toolkit,alternative resolution process,coreference resolution,johns hopkins workshop,coreference application,entity disambiguation,additional syntactic,knowledge base
Field
DocType
Volume
Coreference,Computer science,Semantic interpretation,Preprocessor,Natural language processing,Artificial intelligence,Modular design,Syntax
Conference
P08-4
Citations 
PageRank 
References 
79
3.14
20
Authors
8
Name
Order
Citations
PageRank
Yannick Versley128119.36
Simone Paolo Ponzetto22280129.35
Massimo Poesio31869170.68
Vladimir Eidelman432317.61
Jern, Alan5948.15
Jason Smith6793.14
Xiaofeng Yang743721.44
Alessandro Moschitti83262177.68