Type

Conference Proceedings

Authors

Josef VanGenabith
Joachim Wagner
Ozlem Cetinoglu
Jennifer Foster

Subjects

Linguistics

Topics
material parsing user generated content parser domain adaptation computational linguistics error analysis self training

Comparing the use of edited and unedited text in parser self-training (2011)

Abstract We compare the use of edited text in the form of newswire and unedited text in the form of discussion forum posts as sources for training material in a self-training experiment involving the Brown reranking parser and a test set of sentences from an online sports discussion forum. We find that grammars induced from the two automatically parsed corpora achieve similar Parseval f-scores, with the grammars induced from the discussion forum material being slightly superior. An error analysis reveals that the two types of grammars do behave differently.
Collections Ireland -> Dublin City University -> Publication Type = Conference or Workshop Item
Ireland -> Dublin City University -> DCU Faculties and Centres = DCU Faculties and Schools: Faculty of Engineering and Computing: School of Computing
Ireland -> Dublin City University -> Subject = Computer Science
Ireland -> Dublin City University -> DCU Faculties and Centres = Research Initiatives and Centres: Centre for Next Generation Localisation (CNGL)
Ireland -> Dublin City University -> DCU Faculties and Centres = DCU Faculties and Schools
Ireland -> Dublin City University -> Status = Published
Ireland -> Dublin City University -> DCU Faculties and Centres = Research Initiatives and Centres: National Centre for Language Technology (NCLT)
Ireland -> Dublin City University -> Subject = Computer Science: Computational linguistics
Ireland -> Dublin City University -> DCU Faculties and Centres = DCU Faculties and Schools: Faculty of Engineering and Computing
Ireland -> Dublin City University -> DCU Faculties and Centres = Research Initiatives and Centres

Full list of authors on original publication

Josef VanGenabith, Joachim Wagner, Ozlem Cetinoglu, Jennifer Foster

Experts in our system

1
Joachim Wagner
Dublin City University
Total Publications: 24
 
2
Ozlem Cetinoglu
Dublin City University
Total Publications: 10
 
3
Jennifer Foster
Dublin City University
Total Publications: 53