Improving Grammatical Error Correction via Pre-Training a Copy-Augmented Architecture with Unlabeled Data

1 March 2019

Liang Wang

Papers citing "Improving Grammatical Error Correction via Pre-Training a Copy-Augmented Architecture with Unlabeled Data"

50 / 83 papers shown

Title
Enhancing Text Editing for Grammatical Error Correction: Arabic as a Case Study Bashar Alhafni Nizar Habash 34 1 0 02 Mar 2025
Corrections Meet Explanations: A Unified Framework for Explainable Grammatical Error Correction Jingheng Ye Shang Qin Hai-Tao Zheng Hai-Tao Zheng Shen Wang Qingsong Wen 58 0 0 24 Feb 2025
A Simple Yet Effective Corpus Construction Framework for Indonesian Grammatical Error Correction Nankai Lin Meiyu Zeng Wentao Huang Shengyi Jiang Lixian Xiao Aimin Yang 29 0 0 28 Oct 2024
Multi-head Sequence Tagging Model for Grammatical Error Correction Kamal Al-Sabahi Kang Yang Wangwang Liu Guanyu Jiang Xian Li Ming Yang 35 2 0 21 Oct 2024
Detection-Correction Structure via General Language Model for Grammatical Error Correction Wei Li Houfeng Wang 46 6 0 28 May 2024
Organic Data-Driven Approach for Turkish Grammatical Error Correction and LLMs Asim Ersoy O. T. Yildiz 41 0 0 24 May 2024
GPT-3.5 for Grammatical Error Correction Anisia Katinskaia R. Yangarber KELM 29 9 0 14 May 2024
Neural Automated Writing Evaluation with Corrective Feedback Izia Xiaoxiao Wang Xihan Wu Edith Coates Min Zeng Jiexin Kuang Siliang Liu Mengyang Qiu Jungyeul Park 28 2 0 27 Feb 2024
Alirector: Alignment-Enhanced Chinese Grammatical Error Corrector Haihui Yang Xiaojun Quan 3DV 29 2 0 07 Feb 2024
Beyond Hard Samples: Robust and Effective Grammatical Error Correction with Cycle Self-Augmenting Zecheng Tang Kaiqi Feng Juntao Li Min Zhang 46 2 0 20 Oct 2023
Leveraging Denoised Abstract Meaning Representation for Grammatical Error Correction He Cao Dongyan Zhao 19 0 0 05 Jul 2023
Exploring Effectiveness of GPT-3 in Grammatical Error Correction: A Study on Performance and Controllability in Prompt-Based Methods Mengsay Loem Masahiro Kaneko Sho Takase Naoaki Okazaki 46 37 0 29 May 2023
NaSGEC: a Multi-Domain Chinese Grammatical Error Correction Dataset from Native Speaker Texts Yue Zhang Bo-Wen Zhang Haochen Jiang Zhenghua Li Chen Li Fei Huang Min Zhang 37 7 0 25 May 2023
Advancements in Arabic Grammatical Error Detection and Correction: An Empirical Investigation Bashar Alhafni Go Inoue Christian Khairallah Nizar Habash 43 19 0 24 May 2023
Bidirectional Transformer Reranker for Grammatical Error Correction Ying Zhang Hidetaka Kamigaito Manabu Okumura 24 2 0 22 May 2023
CopyNE: Better Contextual ASR by Copying Named Entities Shilin Zhou Zhenghua Li Yu Hong Hao Fei Zhefeng Wang Baoxing Huai 15 6 0 22 May 2023
Cleansing Jewel: A Neural Spelling Correction Model Built On Google OCR-ed Tibetan Manuscripts Queenie Luo Yung-Sung Chuang 33 0 0 07 Apr 2023
A Copy Mechanism for Handling Knowledge Base Elements in SPARQL Neural Machine Translation Rose Hirigoyen Amal Zouaq Samuel Reyd 29 4 0 18 Nov 2022
Grammatical Error Correction: A Survey of the State of the Art Christopher Bryant Zheng Yuan Muhammad Reza Qorib Hannan Cao Hwee Tou Ng Ted Briscoe 3DV 29 79 0 09 Nov 2022
From Spelling to Grammar: A New Framework for Chinese Grammatical Error Correction Xiuyu Wu Yunfang Wu 3DV 19 6 0 03 Nov 2022
Towards standardizing Korean Grammatical Error Correction: Datasets and Annotation Soyoung Yoon Sungjoon Park Gyuwan Kim Junhee Cho K. Park Gyutae Kim Minjoon Seo Alice Oh 23 14 0 25 Oct 2022
Text Editing as Imitation Game Ning Shi Bin Tang Bo Yuan Longtao Huang Yewen Pu Jie Fu Zhouhan Lin 20 2 0 21 Oct 2022
How do we get there? Evaluating transformer neural networks as cognitive models for English past tense inflection Xiaomeng Ma Lingyu Gao 21 2 0 17 Oct 2022
uChecker: Masked Pretrained Language Models as Unsupervised Chinese Spelling Checkers Piji Li 24 10 0 15 Sep 2022
Automatic Correction of Human Translations Jessy Lin G. Kovács Aditya Shastry Joern Wuebker John DeNero 36 3 0 17 Jun 2022
Sequence-to-Action: Grammatical Error Correction with Action Guided Sequence Generation Jiquan Li Junliang Guo Yongxin Zhu Xin Sheng Deqiang Jiang Bo Ren Linli Xu 22 24 0 22 May 2022
Interpretability for Language Learners Using Example-Based Grammatical Error Correction Masahiro Kaneko Sho Takase Ayana Niwa Naoaki Okazaki 41 26 0 14 Mar 2022
Error Correction in ASR using Sequence-to-Sequence Models S. Dutta Shreyansh Jain Ayush Maheshwari Souvik Pal Ganesh Ramakrishnan P. Jyothi KELM 41 29 0 02 Feb 2022
Proficiency Matters Quality Estimation in Grammatical Error Correction Yujin Takahashi Masahiro Kaneko Masato Mita Mamoru Komachi 18 1 0 17 Jan 2022
A Syntax-Guided Grammatical Error Correction Model with Dependency Tree Correction Zhaohong Wan Xiaojun Wan 32 6 0 05 Nov 2021
System Combination for Grammatical Error Correction Based on Integer Programming Ruixi Lin Hwee Tou Ng 13 8 0 02 Nov 2021
Hierarchical Character Tagger for Short Text Spelling Error Correction Mengyi Gao Canran Xu Peng Shi VLM 3DV 27 6 0 29 Sep 2021
LM-Critic: Language Models for Unsupervised Grammatical Error Correction Michihiro Yasunaga J. Leskovec Percy Liang 19 50 0 14 Sep 2021
HypoGen: Hyperbole Generation with Commonsense and Counterfactual Knowledge Yufei Tian A. Sridhar Nanyun Peng 31 27 0 10 Sep 2021
Robust Learning for Text Classification with Multi-source Noise Simulation and Hard Example Mining Guowei Xu Wenbiao Ding Weiping Fu Zhongqin Wu Zitao Liu OOD 24 2 0 15 Jul 2021
Do Grammatical Error Correction Models Realize Grammatical Generalization? Masato Mita Hitomi Yanaka 18 13 0 06 Jun 2021
Tail-to-Tail Non-Autoregressive Sequence Prediction for Chinese Grammatical Error Correction Piji Li Shuming Shi AI4TS 29 34 0 03 Jun 2021
Grammatical Error Correction as GAN-like Sequence Labeling Kevin Parnow Zuchao Li Hai Zhao 18 12 0 29 May 2021
Synthetic Data Generation for Grammatical Error Correction with Tagged Corruption Models Felix Stahlberg Shankar Kumar SyDa 27 94 0 27 May 2021
Neural Quality Estimation with Multiple Hypotheses for Grammatical Error Correction Zhenghao Liu Xiaoyuan Yi Maosong Sun Liner Yang Tat-Seng Chua 30 24 0 10 May 2021
Generating Bug-Fixes Using Pretrained Transformers Dawn Drain Chen Henry Wu Alexey Svyatkovskiy Neel Sundaresan 23 50 0 16 Apr 2021
Comparison of Grammatical Error Correction Using Back-Translation Models Aomi Koyama Kengo Hotate Masahiro Kaneko Mamoru Komachi 15 10 0 16 Apr 2021
An Alignment-Agnostic Model for Chinese Text Error Correction Liying Zheng Yue Deng Weishun Song Liang Xu Jing Xiao 22 4 0 15 Apr 2021
Few-Shot Domain Adaptation for Grammatical Error Correction via Meta-Learning Shengsheng Zhang Yaping Huang Yun-Nung Chen Liner Yang Chencheng Wang Erhong Yang VLM 32 2 0 29 Jan 2021
Sound Natural: Content Rephrasing in Dialog Systems Arash Einolghozati Anchit Gupta K. Diedrick S. Gupta 23 6 0 03 Nov 2020
Improving the Efficiency of Grammatical Error Correction with Erroneous Span Detection and Correction M. Chen Tao Ge Xingxing Zhang Furu Wei M. Zhou 27 46 0 07 Oct 2020
A Self-Refinement Strategy for Noise Reduction in Grammatical Error Correction Masato Mita Shun Kiyono Masahiro Kaneko Jun Suzuki Kentaro Inui 37 14 0 07 Oct 2020
Adversarial Grammatical Error Correction Vipul Raheja Dimitrios Alikaniotis 24 10 0 06 Oct 2020
Recurrent Inference in Text Editing Ning Shi Ziheng Zeng Haotian Zhang Yichen Gong KELM 20 2 0 26 Sep 2020
Ape210K: A Large-Scale and Template-Rich Dataset of Math Word Problems Wei-Ye Zhao Mingyue Shang Yang Liu Liang Wang Jingming Liu AIMat 26 65 0 24 Sep 2020