Also known as “automatic grammar checking.”

• Dale & Viethen 2021 - The Automated Writing Assistance Landscape in 2021

• Junczys-Dowmunt et al 2017 - Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task
• Grundkiewicz et al 2019 - Neural Grammatical Error Correction Systems with Unsupervised Pre-training on Synthetic Data
• Lichtarge et al 2019 - Corpora Generation for Grammatical Error Correction Paper by Google, deployed in Google Docs. Blog post
• Alikaniotis & Raheja et al 2019 - The Unreasonable Effectiveness of Transformer Language Models in Grammatical Error Correction Paper by Grammarly. Blog post

• Warstadt et al 2018 - Neural Network Acceptability Judgments

• Linguistic Acceptability
  • Corpus of Linguistic Acceptability (CoLa) dataset

• Workshop on Innovative Use of NLP for Building Educational Applications