NLP/ML
- Improving the Performance of NLP Systems on the Gender-Neutral “They”At the core of Grammarly is our commitment to building safe, trustworthy AI systems that help people communicate. To do this, we...October 31, 2023
- 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

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