2010 AutomaticCollocationSuggestioni

• (Wu et al., 2010) ⇒ Jian-Cheng Wu, Yu-Chia Chang, Teruko Mitamura, and Jason S. Chang. (2010). “Automatic Collocation Suggestion in Academic Writing.” In: Proceedings of the ACL 2010 Conference Short Papers.

Subject Headings:

Cited By

• http://scholar.google.com/scholar?q=%22Automatic+collocation+suggestion+in+academic+writing%22+2010
• http://dl.acm.org/citation.cfm?id=1858842.1858863&preflayout=flat#citedby

Quotes

Abstract

In recent years, collocation has been widely acknowledged as an essential characteristic to distinguish native speakers from non-native speakers. Research on academic writing has also shown that collocations are not only common but serve a particularly important discourse function within the academic community. In our study, we propose a machine learning approach to implementing an online collocation writing assistant. We use a data-driven classifier to provide collocation suggestions to improve word choices, based on the result of classification. The system generates and ranks suggestions to assist learners' collocation usages in their academic writing with satisfactory results.

References

,

	Author	volume	Date Value	title	type	journal	titleUrl	doi	note	year
2010 AutomaticCollocationSuggestioni	Jason S. Chang Jian-Cheng Wu Yu-Chia Chang Teruko Mitamura			Automatic Collocation Suggestion in Academic Writing