The WikEd Error Corpus: A Corpus of Corrective Wikipedia Edits and Its Application to Grammatical Error Correction
Authors | Roman Grundkiewicz Marcin Junczys-Dowmunt |
|---|---|
Publication date | 2014 |
DOI | 10.1007/978-3-319-10888-9_47 |
Links | Original Preprint |
The WikEd Error Corpus: A Corpus of Corrective Wikipedia Edits and Its Application to Grammatical Error Correction - scientific work related to Wikipedia quality published in 2014, written by Roman Grundkiewicz and Marcin Junczys-Dowmunt.
Overview
This paper introduces the freely available WikEd Error Corpus. Authors describe the data mining process from Wikipedia revision histories, corpus content and format. The corpus consists of more than 12 million sentences with a total of 14 million edits of various types. As one possible application, authors show that WikEd can be successfully adapted to improve a strong baseline in a task of grammatical error correction for English-as-a-Second-Language (ESL) learners’ writings by 2.63%. Used together with an ESL error corpus, a composed system gains 1.64% when compared to the ESL-trained system.
Embed
Wikipedia Quality
Grundkiewicz, Roman; Junczys-Dowmunt, Marcin. (2014). "[[The WikEd Error Corpus: A Corpus of Corrective Wikipedia Edits and Its Application to Grammatical Error Correction]]". Springer, Cham. DOI: 10.1007/978-3-319-10888-9_47.
English Wikipedia
{{cite journal |last1=Grundkiewicz |first1=Roman |last2=Junczys-Dowmunt |first2=Marcin |title=The WikEd Error Corpus: A Corpus of Corrective Wikipedia Edits and Its Application to Grammatical Error Correction |date=2014 |doi=10.1007/978-3-319-10888-9_47 |url=https://wikipediaquality.com/wiki/The_WikEd_Error_Corpus:_A_Corpus_of_Corrective_Wikipedia_Edits_and_Its_Application_to_Grammatical_Error_Correction |journal=Springer, Cham}}
HTML
Grundkiewicz, Roman; Junczys-Dowmunt, Marcin. (2014). "<a href="https://wikipediaquality.com/wiki/The_WikEd_Error_Corpus:_A_Corpus_of_Corrective_Wikipedia_Edits_and_Its_Application_to_Grammatical_Error_Correction">The WikEd Error Corpus: A Corpus of Corrective Wikipedia Edits and Its Application to Grammatical Error Correction</a>". Springer, Cham. DOI: 10.1007/978-3-319-10888-9_47.
