84 citations · 313 across the 28 of their papers we have counts for
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cs.CL2017★ 10 cited
Grammatical Error Correction with Neural Reinforcement Learning
Keisuke Sakaguchi, Matt Post, Benjamin Van Durme
We propose a neural encoder-decoder model with reinforcement learning (NRL) for grammatical error correction (GEC). Unlike conventional maximum likelihood estimation (MLE), the mod…
cs.CL2017★ 9 cited
JFLEG: A Fluency Corpus and Benchmark for Grammatical Error Correction
Courtney Napoles, Keisuke Sakaguchi, Joel Tetreault
We present a new parallel corpus, JHU FLuency-Extended GUG corpus (JFLEG) for developing and evaluating grammatical error correction (GEC). Unlike other corpora, it represents a br…