Liulishuo Tech Team
Aug 11, 2017 · Artificial Intelligence
DeepGrammar: A Neural Network Approach for Grammatical Error Detection and Correction
DeepGrammar is a bidirectional GRU‑based neural model that detects subject‑verb agreement errors by encoding surrounding context into fixed‑length vectors, outperforming rule‑based, classifier, and NMT approaches on the CoNLL‑2014 benchmark and achieving state‑of‑the‑art results across multiple error types.
GRUNeural networksdeep learning
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