NLP/ML - Page 2
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
How Grammarly’s NLP Team Is Building the Future of CommunicationThis article was co-written by Yury Markovsky, Engineering Manager; Timo Mertens, Head of ML and NLP Products; and Chad Mills,...February 25, 2021
Adversarial Grammatical Error CorrectionIn developing the world’s leading writing assistant, Grammarly helps people communicate wherever they write—whether in an...January 26, 2021
Doing Data Right: Building a Successful Dataset From the Ground UpIn recent years, rapid developments in AI have made it possible for anyone with a basic background in computer science to...December 2, 2020
Grammatical Error Correction: Tag, Not RewriteGrammarly’s writing assistant helps with a wide variety of language and communication issues. One important aspect of this is...July 14, 2020
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