NLP/ML
How We Created Personalized Snippet Suggestions Without Storing User TextWith Grammarly Business, we help our users communicate better and stay productive. The snippets feature is designed for exactly...January 18, 2023
Learning Where to Edit: Introducing DELIteraTeR, a Delineate-and-Edit Approach to Iterative Text RevisionThis article was co-written by applied research scientists Vipul Raheja and Dhruv Kumar. When you read a piece of high-quality...December 15, 2022
UA-GEC 2.0: Announcing an Expanded Grammatical Error Correction Dataset for the Ukrainian LanguageWe’re happy to announce UA-GEC 2.0, the second version of Grammarly’s publicly available grammatical error correction (GEC)...November 8, 2022
Annotation Best Practices for Building High-Quality DatasetsThis article was co-written by Analytical Linguists Lena Nahorna and Lily Ng. When working with language data to develop machine...October 24, 2022
Experimenting with GECToR: Research into Ensembling and Knowledge Distillation for Large Sequence TaggersGrammatical error correction (GEC) is an important problem in natural language processing (NLP) research. It refers to how we...June 29, 2022
Understanding How Humans Revise: Introducing IteraTeR, a New NLP Dataset for Iterative Text RevisionThis article was co-written by Applied Research Scientists Vipul Raheja and Dhruv Kumar. A polished piece of writing doesn’t just...June 9, 2022
How Grammarly Uses Natural Language Processing and Machine Learning to Identify the Main Points in a MessageWhen you compose an email or document, it can be hard to articulate your thoughts in an organized manner. The most important...September 30, 2021
ATTN: How Grammarly’s NLP/ML Team Figured Out Where Readers Focus in an EmailThis article was co-written by Machine Learning Engineer Karun Singh and Product Manager Dru Knox. How do you know if the main...September 9, 2021
When Less Is More: Text Simplification by TaggingThis article was co-written by Grammarly Applied Research Scientists Kostiantyn Omelianchuk, Vipul Raheja, and Oleksandr...June 29, 2021
Announcing UA-GEC: A Grammatical Error Correction Dataset for the Ukrainian LanguageThe natural language processing (NLP) research community has traditionally focused on the English language, but in just the past...April 5, 2021
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