grammatical-error-correction

There are 14 repositories under grammatical-error-correction topic.

• grammarly / gector

  Official implementation of the papers "GECToR – Grammatical Error Correction: Tag, Not Rewrite" (BEA-20) and "Text Simplification by Tagging" (BEA-21)

  bertgrammatical-error-correctionnatural-language-processingnlprobertasequence-labelingtext-simplificationtransformersxlnet
  Language:Python 863

• bminixhofer / nlprule

  A fast, low-resource Natural Language Processing and Text Correction library written in Rust.

  grammarnatural-language-processingspellcheckproofreadingstyle-checkergrammatical-error-correctionmachine-learningnlprust
  Language:Rust 570

• HillZhang1999 / MuCGEC

  MuCGEC中文纠错数据集及文本纠错SOTA模型开源；Code & Data for our NAACL 2022 Paper "MuCGEC: a Multi-Reference Multi-Source Evaluation Dataset for Chinese Grammatical Error Correction"

  datasetgecgenerationnaaclgrammatical-error-correction
  Language:Python 455

• grammarly / ua-gec

  UA-GEC: Grammatical Error Correction and Fluency Corpus for the Ukrainian Language

  corpuscorpus-datacorpus-toolsdatasetgecgrammatical-error-correctionnatural-language-processingnlp-datasetsukrainian-language
  Language:Macaulay2 253

• awasthiabhijeet / PIE

  Fast + Non-Autoregressive Grammatical Error Correction using BERT. Code and Pre-trained models for paper "Parallel Iterative Edit Models for Local Sequence Transduction": www.aclweb.org/anthology/D19-1435.pdf (EMNLP-IJCNLP 2019)

  grammatical-error-correctionsequence-transductionbertbert-modelbert-modelsnatural-language-processingsequence-editingsequence-labelingnlppost-editingbert-embeddings
  Language:Macaulay2 226

• michiyasunaga / LM-Critic

  [EMNLP 2021] LM-Critic: Language Models for Unsupervised Grammatical Error Correction

  language-modelgrammatical-error-correctionunsupervised-learning
  Language:Python 118

• xlxwalex / FCGEC

  The Corpus & Code for EMNLP 2022 paper "FCGEC: Fine-Grained Corpus for Chinese Grammatical Error Correction" | FCGEC中文语法纠错语料及STG模型

  corpusdatasetemnlp2022gecgrammatical-error-correctionemnlp
  Language:Python 97

• kakaobrain / helo-word

  Team Kakao&Brain's Grammatical Error Correction System for the ACL 2019 BEA Shared Task

  nlpdeep-learninggrammatical-error-correctionpre-trainingtransfer-learningtransformerfairseq
  Language:Python 88

• HillZhang1999 / SynGEC

  Code & data for our EMNLP2022 paper "SynGEC: Syntax-Enhanced Grammatical Error Correction with a Tailored GEC-Oriented Parser"

  grammatical-error-correctionemnlp-2022
  Language:Python 74

• HillZhang1999 / NaSGEC

  Code & Data for our Paper "NaSGEC: Multi-Domain Chinese Grammatical Error Correction for Native Speaker Texts" (ACL 2023 Findings)

  cross-domaingrammatical-error-correction
  Language:Python 69

• butsugiri / gec-pseudodata

  Repository of "An Empirical Study of Incorporating Pseudo Data into Grammatical Error Correction" (EMNLP-IJCNLP 2019)

  grammatical-error-correctionnlp-machine-learningsubwordsgecencoder-decoder
  Language:Python 68

• nusnlp / esc

  The official code of the "Frustratingly Easy System Combination for Grammatical Error Correction" paper

  deep-learninggrammatical-error-correctionnatural-language-processingpytorch
  Language:Macaulay2 52

• zhpmatrix / cged_tf

  论文实现:《Chinese Grammatical Error Diagnosis with Long Short-Term Memory Networks》

  cgedgrammatical-error-correctiontensorflow
  Language:Python 51

• swjtu-gec / zlyang-master-dissertation-code

  Code of zlyang's master dissertation for Chinese grammatical error correction.

  convs2sensemble-decodinggrammatical-error-correctionmulti-channel-fusionnmtreranking-mechanismseq2seq
  Language:Python 34

• tm4roon / pytorch-translm

  An implementation of transformer-based language model for sentence rewriting tasks such as summarization, simplification, and grammatical error correction.

  nlp-machine-learninglanguage-modelingtext-summarizationtext-simplificationgrammatical-error-correction
  Language:Python 28

• lorafei / Explainable_GEC

  The official code of the 2023 ACL paper "Enhancing Grammatical Error Correction Systems with Explanations"

  datasetgrammatical-error-correctioninterpretabilitynatural-language-processing
  Language:Python 24

• lilt / tec

  Evaluation code and data for "Automatic Correction of Human Translations" [NAACL 2022].

  datasetgrammatical-error-correctionmachine-translationnatural-language-processing
  Language:Perl 18

• richard-peng-xia / Chinese-Noisy-Text

  This repository stores the code of the data augmentation method from Chinese word and character levels, which adds noise to words and characters in redundant, missing, selection and ordering respectively.

  chinese-nlpgrammatical-error-correctionnoise-generator
  Language:Python 17

• HillZhang1999 / RobustGEC

  Code & Data for our Paper "RobustGEC: Robust Grammatical Error Correction Against Subtle Context Perturbation" (EMNLP 2023)

  grammatical-error-correctionrobustness
  Language:Python 13

• richard-peng-xia / KD-CGEC

  Code for Chinese grammatical error correction based on knowledge distillation

  chinese-grammar-error-diagnosischinese-nlpgrammatical-error-correctionknowledge-distillation
  Language:Python 11

• yuanxun-yx / eracond

  The first high-quality, fine-grained error-correction conversation dataset between English second language learner and an educational chatbot.

  datasetgrammatical-error-correctioneracondnatural-language-processingnlp
  11

• nusnlp / ALLECS

  The official code of ALLECS: A Lightweight Language Error Correction System

  bootstrapdeep-learningflaskgrammatical-error-correctionnatural-language-processingpytorch
  Language:Python 10

• CAMeL-Lab / arabic-gec

  Code, models, and data for "Advancements in Arabic Grammatical Error Detection and Correction: An Empirical Investigation". EMNLP 2023.

  deep-learninggecgednlpgrammatical-error-correctiongrammatical-error-detectionarabicarabic-nlp
  Language:Python 7

• nusnlp / greco

  The official code for the "System Combination via Quality Estimation for Grammatical Error Correction" paper, published in EMNLP 2023.

  deep-learningensemble-modelgecgrammatical-error-correctionpytorchquality-estimationre-ranking
  Language:Macaulay2 7

• osyvokon / unlp-2023-shared-task

  UNLP 2023 Shared Task on Grammatical Error Correction for Ukrainian

  grammatical-error-correctionnatural-language-processingnlpshared-taskukrainian-languageukrainian-nlp
  Language:Macaulay2 6

• shotakoyama / arteraro

  artificial error generation using various rules for neural grammatical error correction

  grammatical-error-correction
  Language:Python 6

• nusnlp / geccl

  Grammatical Error Correction with Contrastive Learning in Low Error Density Domains

  deep-learninggecpytorchgrammatical-error-correction
  Language:Python 4

• TedYeh / Chinese_spelling_Correction

  Chinese Grammar Error and Spelling Error Correction System - 中文文法錯誤及錯別字校正系統

  grammatical-error-correctioninstruction-tuningspelling-correctiontext-generationtext-to-text
  Language:Jupyter Notebook 4

• aseifert / textshine-seq2seq

  Textshine is a seq2seq model for grammatical error correction.

  gecgrammatical-error-correctionnlpseq2seq
  Language:Python 3

• GeorgeVern / lmcor

  Code for the EACL 2024 paper: "Small Language Models Improve Giants by Rewriting Their Outputs"

  data-to-text-generationgrammatical-error-correctionlarge-language-modelsparameter-efficient-fine-tuningsummarizationmachine-translation
  Language:Python 3

• manzurola / errant4j

  An unofficial Java port of ERRANT, the parallel text grammatical error annotator

  errantjavanlplanguage-learninggrammatical-error-correctiongrammatical-error-detectionnatural-language-processingerror-annotatorannotationgrammargrammar-checker
  Language:Java 3

• ricardojosehlima / VGSO

  Verificador Gramatical Sociolinguisticamente Orientado - um corretor gramatical amigável, como foco no usuário

  pythonnlpgrammatical-error-correctionportugues
  Language:Python 3

• ZetangForward / CSA-GEC

  This is the official code for ``Beyond Hard Samples: Robust and Effective Grammatical Error Correction with Simple Cycle Self-Augmenting``

  adversarial-attackschatgptgrammatical-error-correction
  Language:Python 3

• shotakoyama / gleu

  Re-implementation of GLEU, evaluation metric of grammatical error correction

  evaluation-metricsgrammatical-error-correction
  Language:Python 2

• simonepri / text2error

  〰 Introduce errors in error free text

  texterrorgenerationgrammatical-error-detectiongrammatical-error-correction
  Language:Python 2
• Project-Athena

  Hyprnx / Project-Athena

  Source code and data for Project Athena

  grammatical-error-correctionjaxdeep-learningpytorch-implementationtensorflow2
  1