Paper Info
Title
IMS HotCoref DE: A Data-driven Co-reference Resolver for German.
Abstract
This paper presents a data-driven co-reference resolution system for German that has been adapted from IMS HotCoref, a co-reference resolver for English. It describes the difficulties when resolving co-reference in German text, the adaptation process and the features designed to address linguistic challenges brought forth by German. We report performance on the reference dataset TuBa-D/Z and include a post-task SemEval 2010 evaluation, showing that the resolver achieves state-of-the-art performance. We also include ablation experiments that indicate that integrating linguistic features increases results. The paper also describes the steps and the format necessary to use the resolver on new texts. The tool is freely available for download.
Year
Venue
Keywords
2016
LREC 2016 - TENTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION
Co-reference Resolution,German,Adaptation,Tool
Field
DocType
Citations 
Resolver,Data-driven,Computer science,Natural language processing,Artificial intelligence,German
Conference
1
PageRank 
References 
Authors
0.39
16
2
Name
Order
Citations
PageRank
Ina Rösiger112.41
Jonas Kuhn2348.90