Code, models, and data for "Advancements in Arabic Grammatical Error Detection and Correction: An Empirical Investigation". EMNLP 2023.
Built a system from scratch in Python which can detect spelling and grammatical errors in a word and sentence respectively using N-gram based Smoothed-Language Model, Levenshtein Distance, Hidden Markov Model and Naive Bayes Classifier.
An unofficial Java port of ERRANT, the parallel text grammatical error annotator
〰 Introduce errors in error free text
Kaggle competition on scoring essays based on writing quality using deep learning.
Natural Language Processing for Artificial Error Generation
Code repository associated with "Noah-Manuel Michael and Andrea Horbach (2025). GermDetect: Verb Placement Error Detection Datasets for Learners of Germanic Languages. In Proceedings of the 20th Workshop on Building Educational Applications (BEA 2025). Association for Computational Linguistics."
Grammatical analysis micro service module
Error detection tool for finding unlikely word sequences in Estonian texts based on the words' part-of-speech.
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