@article {Futagi:October 2008:0958-8221:353, author = "Futagi, Yoko", author = "Deane, Paul", author = "Chodorow, Martin", author = "Tetreault, Joel", title = "A computational approach to detecting collocation errors in the writing of non-native speakers of English", journal = "Computer Assisted Language Learning", volume = "21", year = "October 2008", abstract = "This paper describes the first prototype of an automated tool for detecting collocation errors in texts written by non-native speakers of English. Candidate strings are extracted by pattern matching over POS-tagged text. Since learner texts often contain spelling and morphological errors, the tool attempts to automatically correct them in order to reduce noise. For a measure of collocation strength, we use the rank-ratio statistic calculated over one billion words of native-speaker texts. Two human annotators evaluated the system's performance. We report the overall results, as well as detailed error analyses, and discuss possible improvements for the future.", pages = "353-367(15)", url = "http://www.ingentaconnect.com/content/routledg/call/2008/00000021/00000004/art00005" doi = "doi:10.1080/09588220802343561" }