Master thesis job: development of a machine learning approach to detect grammar errors in English text

This job is already taken. However, if you're interested in machine learning and grammar checking, please contact

LanguageTool is an Open Source style and grammar checker that supports more than 20 languages. To further improve it, we're looking for a student to extend it with error detection rules based on machine learning. LanguageTool is still mostly based on manually written rules. For some errors, it also makes use of statistics based on the Google ngram corpus.

We assume that most grammar problems can be interpreted as a classification issue with categories "correct" and "incorrect". For example:

Tasks

Your Profile

This master thesis project lets you work on an established Open Source software with more than 100,000 users per month. Your work will be Open Source too, and you'll be part of our developer community.

Start date: as soon as possible
Location: anywhere (work from home)
Payment: common local payment for a part-time student job
Homepage: https://languagetool.org

About languagetool.org

languagetool.org is a team of software and language enthusiasts, working on LanguageTool in their spare time. The team is spread all over Europe. We're committed to develop the world's best Open Source style and grammar checker.