Grammatical Error Correction NLP Tools
Tools, datasets, and models for detecting and correcting grammatical errors in text across multiple languages. Includes GEC systems, evaluation metrics, error corpora, and shared tasks. Does NOT include general spell-checking, style transfer, or machine translation.
There are 17 grammatical error correction tools tracked. The highest-rated is kanyun-inc/fairseq-gec at 49/100 with 251 stars.
Get all 17 projects as JSON
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| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
kanyun-inc/fairseq-gec
Source code for paper: Improving Grammatical Error Correction via... |
|
Emerging |
| 2 |
awasthiabhijeet/PIE
Fast + Non-Autoregressive Grammatical Error Correction using BERT. Code and... |
|
Emerging |
| 3 |
kakaobrain/helo-word
Team Kakao&Brain's Grammatical Error Correction System for the ACL 2019 BEA... |
|
Emerging |
| 4 |
grammarly/ua-gec
UA-GEC: Grammatical Error Correction and Fluency Corpus for the Ukrainian Language |
|
Emerging |
| 5 |
CAMeL-Lab/text-editing
Code, models, and data for "Enhancing Text Editing for Grammatical Error... |
|
Emerging |
| 6 |
CAMeL-Lab/arabic-gec
Code, models, and data for "Advancements in Arabic Grammatical Error... |
|
Emerging |
| 7 |
praveentn/nlpaeg
Natural Language Processing for Artificial Error Generation |
|
Experimental |
| 8 |
yuanxun-yx/eracond
The first high-quality, fine-grained error-correction conversation dataset ... |
|
Experimental |
| 9 |
nusnlp/ALLECS
The official code of ALLECS: A Lightweight Language Error Correction System |
|
Experimental |
| 10 |
aseifert/textshine-seq2seq
Textshine is a seq2seq model for grammatical error correction. |
|
Experimental |
| 11 |
lorafei/Explainable_GEC
The official code of the 2023 ACL paper "Enhancing Grammatical Error... |
|
Experimental |
| 12 |
jaydip1235/TER_NLP_JU
Translation Error rate metric calculation in NLP |
|
Experimental |
| 13 |
unlp-workshop/unlp-2023-shared-task
UNLP 2023 Shared Task on Grammatical Error Correction for Ukrainian |
|
Experimental |
| 14 |
NegasiHaile/error-analysis-of-TI-EN-MT-systems
A dataset for the research project “ERROR ANALYSIS OF TIGRINYA–ENGLISH... |
|
Experimental |
| 15 |
toshikwa/gec-app
This project contains frontend/backend application code and infrastructure... |
|
Experimental |
| 16 |
knarfamlap/low-resource-gec-uk
Code for "A Low-Resource Approach to the Grammatical Error Correction of Ukrainian" |
|
Experimental |
| 17 |
jwj1111/ChGLEU
A fluency_based evaluation tool for Chinese Grammatical Error Correction (CGEC) |
|
Experimental |