A Nested Attention Neural Hybrid Model for Grammatical Error Correction
Ji, Jianshu
and
Wang, Qinlong
and
Toutanova, Kristina
and
Gong, Yongen
and
Truong, Steven
and
Gao, Jianfeng
Association for Computational Linguistics - 2017 via Local Bibsonomy
Keywords:
dblp
Proposing character-based extensions to a neural MT system for grammatical error correction. OOV words are represented in the encoder and decoder using character-based RNNs. They evaluate on the CoNLL-14 dataset, integrate probabilities from a large language model, and achieve good results.
https://i.imgur.com/r0Bsxp5.png