TY - GEN
T1 - Idiom Paraphrases
T2 - 2015 Workshop on Linking Models of Lexical, Sentential and Discourse-level Semantics, LSDSem 2015
AU - Pershina, Maria
AU - He, Yifan
AU - Grishman, Ralph
N1 - Publisher Copyright:
© 2015 Association for Computational Linguistics.
PY - 2015
Y1 - 2015
N2 - The goal of paraphrase identification is to decide whether two given text fragments have the same meaning. Of particular interest in this area is the identification of paraphrases among short texts, such as SMS and Twitter. In this paper, we present idiomatic expressions as a new domain for short-text paraphrase identification. We propose a technique, utilizing idiom definitions and continuous space word representations that performs competitively on a dataset of 1.4K annotated idiom paraphrase pairs, which we make publicly available for the research community.
AB - The goal of paraphrase identification is to decide whether two given text fragments have the same meaning. Of particular interest in this area is the identification of paraphrases among short texts, such as SMS and Twitter. In this paper, we present idiomatic expressions as a new domain for short-text paraphrase identification. We propose a technique, utilizing idiom definitions and continuous space word representations that performs competitively on a dataset of 1.4K annotated idiom paraphrase pairs, which we make publicly available for the research community.
UR - http://www.scopus.com/inward/record.url?scp=85037156896&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85037156896&partnerID=8YFLogxK
U2 - 10.18653/v1/w15-2709
DO - 10.18653/v1/w15-2709
M3 - Conference contribution
AN - SCOPUS:85037156896
T3 - EMNLP 2015 - Workshop on Linking Models of Lexical, Sentential and Discourse-level Semantics, LSDSem 2015, Workshop Proceedings
SP - 76
EP - 82
BT - EMNLP 2015 - Workshop on Linking Models of Lexical, Sentential and Discourse-level Semantics, LSDSem 2015, Workshop Proceedings
PB - Association for Computational Linguistics (ACL)
Y2 - 8 September 2015
ER -