%0 Conference Proceedings %T Neural-based Chinese Idiom Recommendation for Enhancing Elegance in Essay Writing %A Liu, Yuanchao %A Pang, Bo %A Liu, Bingquan %Y Korhonen, Anna %Y Traum, David %Y Màrquez, Lluís %S Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics %D 2019 %8 July %I Association for Computational Linguistics %C Florence, Italy %F liu-etal-2019-neural-based %X Although the proper use of idioms can enhance the elegance of writing, the active use of various expressions is a challenge because remembering idioms is difficult. In this study, we address the problem of idiom recommendation by leveraging a neural machine translation framework, in which we suppose that idioms are written with one pseudo target language. Two types of real-life datasets are collected to support this study. Experimental results show that the proposed approach achieves promising performance compared with other baseline methods. %R 10.18653/v1/P19-1552 %U https://aclanthology.org/P19-1552 %U https://doi.org/10.18653/v1/P19-1552 %P 5522-5526