NLP/ML - Page 2
- 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
- Earnings for earrings: mitigating gender bias in autocorrectIf you’ve ever used the spell-checker or autocorrect function in a popular product, you may have been a victim of gender bias in...April 7, 2020
- Plainly speaking: a linguistic approach to simplifying complex wordsWould you like to peruse a report on how to elucidate overwrought verbiage? Or maybe you’d like to read an article on how to...February 5, 2020
- Under the Hood at Grammarly: Leveraging Transformer Language Models for Grammatical Error CorrectionThis post is by Grammarly research scientists Dimitris Alikaniotis and Vipul Raheja. Over the past ten years, Grammarly has...August 7, 2019
- Under the Hood at Grammarly: Understanding Conversational Sequences with AIThis post was written with Joel Tetreault, the director of research at Grammarly. A majority of our communication now happens...May 30, 2019
- Paving the Way for Human-Level Sentence CorrectionsThe original article on which this post is based was co-written with Joel Tetreault and Keisuke Sakaguchi. This post was written...March 31, 2017
- The Dirty Little Secret of Constituency Parser EvaluationThis article was co-written with Grammarly engineer Vsevolod Dyomkin. The task of comparing constituency parsers is not a trivial...November 3, 2014

Shape the way millions of people communicate every day!