An Empirical Study of Incorporating Pseudo Data into Grammatical Error Correction

2 September 2019

Papers citing "An Empirical Study of Incorporating Pseudo Data into Grammatical Error Correction"

34 / 34 papers shown

Title
Detecting Spelling and Grammatical Anomalies in Russian Poetry Texts Ilya Koziev 72 0 0 07 May 2025
A Combination of BERT and Transformer for Vietnamese Spelling Correction Trung Hieu Ngo Ham Duong Tran Tin Huynh Kiem Hoang 71 5 0 04 May 2024
Pillars of Grammatical Error Correction: Comprehensive Inspection Of Contemporary Approaches In The Era of Large Language Models Kostiantyn Omelianchuk Andrii Liubonko Oleksandr Skurzhanskyi Artem Chernodub Oleksandr Korniienko Igor Samokhin 88 2 0 23 Apr 2024
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 135 44 0 29 May 2023
IdEALS: Idiomatic Expressions for Advancement of Language Skills Narutatsu Ri Bill Sun Sam Davidson Zhou Yu 71 0 0 23 May 2023
Sentence-level Feedback Generation for English Language Learners: Does Data Augmentation Help? Shabnam Behzad Amir Zeldes Nathan Schneider 58 5 0 18 Dec 2022
CSynGEC: Incorporating Constituent-based Syntax for Grammatical Error Correction with a Tailored GEC-Oriented Parser Yue Zhang Zhenghua Li 95 4 0 15 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 93 88 0 09 Nov 2022
Towards Automated Document Revision: Grammatical Error Correction, Fluency Edits, and Beyond Masato Mita Keisuke Sakaguchi Masato Hagiwara Tomoya Mizumoto Jun Suzuki Kentaro Inui 83 17 0 23 May 2022
BLISS: Robust Sequence-to-Sequence Learning via Self-Supervised Input Representation Zheng Zhang Liang Ding Dazhao Cheng Xuebo Liu Min Zhang Dacheng Tao 79 11 0 16 Apr 2022
Ensembling and Knowledge Distilling of Large Sequence Taggers for Grammatical Error Correction M. Tarnavskyi Artem Chernodub Kostiantyn Omelianchuk 3DV 59 26 0 24 Mar 2022
Error Correction in ASR using Sequence-to-Sequence Models S. Dutta Shreyansh Jain Ayush Maheshwari Souvik Pal Ganesh Ramakrishnan Preethi Jyothi KELM 137 30 0 02 Feb 2022
A Unified Strategy for Multilingual Grammatical Error Correction with Pre-trained Cross-Lingual Language Model Xin Sun Tao Ge Shuming Ma Jingjing Li Furu Wei Houfeng Wang SyDa 114 29 0 26 Jan 2022
ExtraPhrase: Efficient Data Augmentation for Abstractive Summarization Mengsay Loem Sho Takase Masahiro Kaneko Naoaki Okazaki 49 13 0 14 Jan 2022
A Syntax-Guided Grammatical Error Correction Model with Dependency Tree Correction Zhaohong Wan Xiaojun Wan 73 6 0 05 Nov 2021
Hierarchical Character Tagger for Short Text Spelling Error Correction Mengyi Gao Canran Xu Peng Shi VLM 3DV 85 6 0 29 Sep 2021
LM-Critic: Language Models for Unsupervised Grammatical Error Correction Michihiro Yasunaga J. Leskovec Percy Liang 84 50 0 14 Sep 2021
Do Grammatical Error Correction Models Realize Grammatical Generalization? Masato Mita Hitomi Yanaka 107 13 0 06 Jun 2021
Synthetic Data Generation for Grammatical Error Correction with Tagged Corruption Models Felix Stahlberg Shankar Kumar SyDa 142 97 0 27 May 2021
DeepDebug: Fixing Python Bugs Using Stack Traces, Backtranslation, and Code Skeletons Dawn Drain Colin B. Clement Guillermo Serrato Neel Sundaresan 71 31 0 19 May 2021
Generating Bug-Fixes Using Pretrained Transformers Dawn Drain Chen Henry Wu Alexey Svyatkovskiy Neel Sundaresan 83 51 0 16 Apr 2021
An Alignment-Agnostic Model for Chinese Text Error Correction Liying Zheng Yue Deng Weishun Song Liang Xu Jing Xiao 123 5 0 15 Apr 2021
Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting Wangchunshu Zhou Tao Ge Canwen Xu Ke Xu Furu Wei LRM 90 16 0 02 Jan 2021
Understanding and Improving Encoder Layer Fusion in Sequence-to-Sequence Learning Xuebo Liu Longyue Wang Derek F. Wong Liang Ding Lidia S. Chao Zhaopeng Tu AI4CE 66 35 0 29 Dec 2020
Grammatical Error Correction in Low Error Density Domains: A New Benchmark and Analyses S. Flachs Ophélie Lacroix H. Yannakoudakis Marek Rei Anders Søgaard 61 25 0 15 Oct 2020
Improving the Efficiency of Grammatical Error Correction with Erroneous Span Detection and Correction M. Chen Tao Ge Xingxing Zhang Furu Wei M. Zhou 91 47 0 07 Oct 2020
Seq2Edits: Sequence Transduction Using Span-level Edit Operations Felix Stahlberg Shankar Kumar BDL 106 84 0 23 Sep 2020
Recent Trends in the Use of Deep Learning Models for Grammar Error Handling Mina Naghshnejad Tarun Joshi V. Nair VLM 50 6 0 04 Sep 2020
Data Weighted Training Strategies for Grammatical Error Correction Jared Lichtarge Chris Alberti Shankar Kumar 90 47 0 07 Aug 2020
GECToR -- Grammatical Error Correction: Tag, Not Rewrite Kostiantyn Omelianchuk Vitaliy Atrasevych Artem Chernodub Oleksandr Skurzhanskyi 101 318 0 26 May 2020
Stronger Baselines for Grammatical Error Correction Using Pretrained Encoder-Decoder Model Satoru Katsumata Mamoru Komachi 96 56 0 24 May 2020
Parallel Data Augmentation for Formality Style Transfer Yi Zhang Tao Ge Xu Sun 55 82 0 14 May 2020
Encoder-Decoder Models Can Benefit from Pre-trained Masked Language Models in Grammatical Error Correction Masahiro Kaneko Masato Mita Shun Kiyono Jun Suzuki Kentaro Inui 117 146 0 03 May 2020
Improving Readability for Automatic Speech Recognition Transcription Junwei Liao Sefik Emre Eskimez Liyang Lu Yu Shi Ming Gong Linjun Shou Hong Qu Michael Zeng 67 56 0 09 Apr 2020