Nathan David Green
Nathan is an ESR Researcher at the Institute of Formal and Applied Linguistics at Charles University in Prague.
His current research is in dependency parsing and the effects of annotation style on dependency parsing and statistical machine translation. Additionally, he plans on pursuing unsupervised learning methods to increase the scope of languages that can make use of dependency structures.
Nathan’s undergraduate degree was completed at North Carolina State University in 2003. He completed my masters degree in Computer Science from The George Washington University in Washington DC while working for the Bureau of Labor Statistics in 2006. Before going to Charles University in Prague, he spent a year in Iceland on a Fulbright Fellowship and continued his research at NCSU.
Publications in CLARA:
[bib] 1. Martin Popel, David Marecek, Nathan Green and Zdenek Zabokrtsky, Influence of Parser Choice on Dependency-Based MT, Proceedings of the Sixth Workshop on Statistical Machine Translation, Edinburgh, Scotland, 2011, pp. 433-439, 2011
[bib] 2. Nathan Green, Effects of Noun Phrase Bracketing in Dependency Parsing and Machine Translation, Association for Computational Linguistics (ACL) Student Session, Portland, Oregon, 2011
[bib] 3. Nathan Green: Dependency Parsing. WDS’11 Proceedings of Contributed Papers, Prague Czech Republic, pp. 137-142, 2011
[bib] 4. Nathan Green and Zdeněk Žabokrtský, Hybrid Combination of Constituency and Dependency Trees into an Ensemble Dependency Parser. Innovative hybrid approaches to the processing of textual data, Workshop EACL, Avignon, France, pp. 19-26, 2012
[bib] 5. Nathan Green, Building Parallel Corpora through Social Network Gaming. Collaborative Resource Development and Delivery, Workshop in The Eighth International Conference on Language Resources and Evaluation (LREC) 2012, Istanbul, Turkey
[bib] 6. Nathan Green, Loganathan Ramasamy and Zdeněk Žabokrtský, Using an SVM Ensemble System for Improved Tamil Dependency Parsing. ACL Joint Workshop on Statistical Parsing and Semantic Processing of Morphologically Rich Languages, Jeju, Republic of Korea, 2012
[bib] 7. Nathan Green, Septina Dian Larasati and Zdeněk Žabokrtský, Indonesian Dependency Treebank: Annotation and Parsing. Proceedings of the 26th Pacific Asia Conference on Language, Information and Computation (PACLIC), Bali, Indonesia, 2012
[bib] 8. Nathan Green and Zdeněk Žabokrtský, Ensemble Parsing and its Effect on Machine Translation. Technical report no. 2012/48, Charles University, December 2012
[bib] 9. Nathan Green and Zdeněk Žabokrtský, Improvements to Syntax-based Machine Translation using Ensemble Dependency Parsers. ACL 2013 Second Workshop on Hybrid Approaches to Translation (HyTra), Sofia, Bulgaria, 2013
green at ufal.mff.cuni.cz