Is ChatGPT a Highly Fluent Grammatical Error Correction System? A Comprehensive Evaluation

4 April 2023

Jinpeng Hu

Papers citing "Is ChatGPT a Highly Fluent Grammatical Error Correction System? A Comprehensive Evaluation"

26 / 76 papers shown

Title
Evaluation Metrics in the Era of GPT-4: Reliably Evaluating Large Language Models on Sequence to Sequence Tasks Andrea Sottana Bin Liang Kai Zou Zheng Yuan ALM ELM LM&MA 46 54 0 20 Oct 2023
Non-autoregressive Text Editing with Copy-aware Latent Alignments Yu Zhang Yue Zhang Leyang Cui Guohong Fu BDL 37 5 0 11 Oct 2023
RobustGEC: Robust Grammatical Error Correction Against Subtle Context Perturbation Yue Zhang Leyang Cui Enbo Zhao Wei Bi Shuming Shi 38 6 0 11 Oct 2023
Evaluation of ChatGPT Feedback on ELL Writers' Coherence and Cohesion Su-Youn Yoon Eva Miszoglad Lisa R. Pierce 16 11 0 10 Oct 2023
Controlled Generation with Prompt Insertion for Natural Language Explanations in Grammatical Error Correction Masahiro Kaneko Naoaki Okazaki LRM 52 4 0 20 Sep 2023
ChatGPT-4 as a Tool for Reviewing Academic Books in Spanish Jonnathan Berrezueta-Guzman Laura Malache-Silva Stephan Krusche KELM 38 3 0 20 Sep 2023
ChatGPT for Arabic Grammatical Error Correction S. Kwon Gagan Bhatia El Moatez Billah Nagoudi Muhammad Abdul-Mageed 45 7 0 08 Aug 2023
GrammarGPT: Exploring Open-Source LLMs for Native Chinese Grammatical Error Correction with Supervised Fine-Tuning Yaxin Fan Feng Jiang Peifeng Li Haizhou Li 30 20 0 26 Jul 2023
On the (In)Effectiveness of Large Language Models for Chinese Text Correction Hai-Tao Zheng Haojing Huang Shirong Ma Yong-jia Jiang Yong Li F. Zhou Haitao Zheng Qingyu Zhou 39 43 0 18 Jul 2023
Can Generative Large Language Models Perform ASR Error Correction? Rao Ma Mengjie Qian Potsawee Manakul Mark Gales Kate Knill AuLLM KELM 27 49 0 09 Jul 2023
Evaluating the Capability of Large-scale Language Models on Chinese Grammatical Error Correction Task Fanyi Qu Yunfang Wu Yunfang Wu ELM LRM 30 6 0 08 Jul 2023
Correct Like Humans: Progressive Learning Framework for Chinese Text Error Correction Hai-Tao Zheng Shirong Ma Shaoshen Chen Haojing Huang Shulin Huang Yong Li Haitao Zheng Ying Shen 31 11 0 30 Jun 2023
Evaluating GPT-3.5 and GPT-4 on Grammatical Error Correction for Brazilian Portuguese Maria Carolina Penteado Fábio Perez 18 7 0 27 Jun 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 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
Multi-Task Instruction Tuning of LLaMa for Specific Scenarios: A Preliminary Study on Writing Assistance Yue Zhang Leyang Cui Deng Cai Xinting Huang Tao Fang Wei Bi ALM 34 36 0 22 May 2023
Reducing Sequence Length by Predicting Edit Operations with Large Language Models Masahiro Kaneko Naoaki Okazaki 26 4 0 19 May 2023
CoEdIT: Text Editing by Task-Specific Instruction Tuning Vipul Raheja Dhruv Kumar Ryan Koo Dongyeop Kang ALM 36 57 0 17 May 2023
ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning Viet Dac Lai Nghia Trung Ngo Amir Pouran Ben Veyseh Hieu Man Franck Dernoncourt Trung Bui Thien Huu Nguyen ELM LM&MA 32 271 0 12 Apr 2023
Analyzing the Performance of GPT-3.5 and GPT-4 in Grammatical Error Correction Steven Coyne Keisuke Sakaguchi Diana Galván-Sosa M. Zock Kentaro Inui 24 12 0 25 Mar 2023
Towards Making the Most of ChatGPT for Machine Translation Keqin Peng Liang Ding Qihuang Zhong Li Shen Xuebo Liu Min Zhang Y. Ouyang Dacheng Tao LRM 93 212 0 24 Mar 2023
A comprehensive evaluation of ChatGPT's zero-shot Text-to-SQL capability Aiwei Liu Xuming Hu Lijie Wen Philip S. Yu LMTD AI4MH 82 149 0 12 Mar 2023
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
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 328 4,077 0 24 May 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 387 12,150 0 04 Mar 2022