Courtney Napoles

Ground Truth for Grammaticality Correction Metrics

2015

Courtney Napoles, Keisuke Sakaguchi, Matt Post, Joel Tetreault. Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers). 2015.

Optimizing Statistical Machine Translation for Text Simplification

2016 · Transactions of the Association for Computational Linguistics

Most recent sentence simplification systems use basic machine translation models to learn lexical and syntactic paraphrases from a manually simplified parallel corpus. These methods are limited by the quality and quantity of manually simplified corpora, …