@inproceedings{flor-beigman-klebanov-2018-catching,
title = "Catching Idiomatic Expressions in {EFL} Essays",
author = "Flor, Michael and
Beigman Klebanov, Beata",
editor = "Beigman Klebanov, Beata and
Shutova, Ekaterina and
Lichtenstein, Patricia and
Muresan, Smaranda and
Wee, Chee",
booktitle = "Proceedings of the Workshop on Figurative Language Processing",
month = jun,
year = "2018",
address = "New Orleans, Louisiana",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/W18-0905",
doi = "10.18653/v1/W18-0905",
pages = "34--44",
abstract = "This paper presents an exploratory study on large-scale detection of idiomatic expressions in essays written by non-native speakers of English. We describe a computational search procedure for automatic detection of idiom-candidate phrases in essay texts. The study used a corpus of essays written during a standardized examination of English language proficiency. Automatically-flagged candidate expressions were manually annotated for idiomaticity. The study found that idioms are widely used in EFL essays. The study also showed that a search algorithm that accommodates the syntactic and lexical exibility of idioms can increase the recall of idiom instances by 30{\%}, but it also increases the amount of false positives.",
}
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<abstract>This paper presents an exploratory study on large-scale detection of idiomatic expressions in essays written by non-native speakers of English. We describe a computational search procedure for automatic detection of idiom-candidate phrases in essay texts. The study used a corpus of essays written during a standardized examination of English language proficiency. Automatically-flagged candidate expressions were manually annotated for idiomaticity. The study found that idioms are widely used in EFL essays. The study also showed that a search algorithm that accommodates the syntactic and lexical exibility of idioms can increase the recall of idiom instances by 30%, but it also increases the amount of false positives.</abstract>
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%0 Conference Proceedings
%T Catching Idiomatic Expressions in EFL Essays
%A Flor, Michael
%A Beigman Klebanov, Beata
%Y Beigman Klebanov, Beata
%Y Shutova, Ekaterina
%Y Lichtenstein, Patricia
%Y Muresan, Smaranda
%Y Wee, Chee
%S Proceedings of the Workshop on Figurative Language Processing
%D 2018
%8 June
%I Association for Computational Linguistics
%C New Orleans, Louisiana
%F flor-beigman-klebanov-2018-catching
%X This paper presents an exploratory study on large-scale detection of idiomatic expressions in essays written by non-native speakers of English. We describe a computational search procedure for automatic detection of idiom-candidate phrases in essay texts. The study used a corpus of essays written during a standardized examination of English language proficiency. Automatically-flagged candidate expressions were manually annotated for idiomaticity. The study found that idioms are widely used in EFL essays. The study also showed that a search algorithm that accommodates the syntactic and lexical exibility of idioms can increase the recall of idiom instances by 30%, but it also increases the amount of false positives.
%R 10.18653/v1/W18-0905
%U https://aclanthology.org/W18-0905
%U https://doi.org/10.18653/v1/W18-0905
%P 34-44
Markdown (Informal)
[Catching Idiomatic Expressions in EFL Essays](https://aclanthology.org/W18-0905) (Flor & Beigman Klebanov, Fig-Lang 2018)
ACL
- Michael Flor and Beata Beigman Klebanov. 2018. Catching Idiomatic Expressions in EFL Essays. In Proceedings of the Workshop on Figurative Language Processing, pages 34–44, New Orleans, Louisiana. Association for Computational Linguistics.