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"

50 / 76 papers shown

Title
QE-RAG: A Robust Retrieval-Augmented Generation Benchmark for Query Entry Errors Kepu Zhang Zhongxiang Sun Weijie Yu Xiaoxue Zang Kai Zheng Yang Song Han Li Jun Xu 3DV 48 0 0 05 Apr 2025
Enhancing Text Editing for Grammatical Error Correction: Arabic as a Case Study Bashar Alhafni Nizar Habash 34 1 0 02 Mar 2025
Grandes modelos de lenguaje: de la predicción de palabras a la comprensión? Carlos Gómez-Rodríguez SyDa AILaw ELM VLM 115 0 0 25 Feb 2025
Integration of LLM Quality Assurance into an NLG System Ching-Yi Chen Johanna Heininger Adela Schneider Christian Eckard Andreas Madsack Robert Weißgraeber 44 0 0 28 Jan 2025
Harnessing the Zero-Shot Power of Instruction-Tuned Large Language Model in End-to-End Speech Recognition Yosuke Higuchi Tetsuji Ogawa Tetsunori Kobayashi AuLLM 42 0 0 08 Jan 2025
Tibyan Corpus: Balanced and Comprehensive Error Coverage Corpus Using ChatGPT for Arabic Grammatical Error Correction Ahlam Alrehili Areej Alhothali 36 0 0 07 Nov 2024
DetectRL: Benchmarking LLM-Generated Text Detection in Real-World Scenarios Junchao Wu Runzhe Zhan Derek F. Wong Shu Yang Xinyi Yang Yulin Yuan Lidia S. Chao DeLMO 58 2 0 31 Oct 2024
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
LLMs in Education: Novel Perspectives, Challenges, and Opportunities Bashar Alhafni Sowmya Vajjala Stefano Banno Kaushal Kumar Maurya Ekaterina Kochmar AI4Ed 45 1 0 18 Sep 2024
ASR Error Correction using Large Language Models Rao Ma Mengjie Qian Mark Gales Kate Knill KELM 49 1 0 14 Sep 2024
Recording for Eyes, Not Echoing to Ears: Contextualized Spoken-to-Written Conversion of ASR Transcripts Jiaqing Liu Chong Deng Qinglin Zhang Shilin Zhou Hai Yu Hai Yu Wen Wang 39 0 0 19 Aug 2024
Grammatical Error Feedback: An Implicit Evaluation Approach Stefano Bannò Kate Knill Mark Gales 28 0 0 18 Aug 2024
Zero-shot Cross-Lingual Transfer for Synthetic Data Generation in Grammatical Error Detection Gaetan Lopez Latouche M. Carbonneau Ben Swanson 35 0 0 16 Jul 2024
Robustness of LLMs to Perturbations in Text Ayush Singh Navpreet Singh Shubham Vatsal 37 5 0 12 Jul 2024
Improving Grammatical Error Correction via Contextual Data Augmentation Yixuan Wang Baoxin Wang Yijun Liu Qingfu Zhu Dayong Wu Wanxiang Che 37 3 0 25 Jun 2024
C-LLM: Learn to Check Chinese Spelling Errors Character by Character Kunting Li Yong Hu Liang He Fandong Meng Jie Zhou 45 7 0 24 Jun 2024
InstructCMP: Length Control in Sentence Compression through Instruction-based Large Language Models Juseon-Do Jingun Kwon Hidetaka Kamigaito Manabu Okumura 39 2 0 16 Jun 2024
mCSQA: Multilingual Commonsense Reasoning Dataset with Unified Creation Strategy by Language Models and Humans Yusuke Sakai Hidetaka Kamigaito Taro Watanabe LRM 46 3 0 06 Jun 2024
ChatLang-8: An LLM-Based Synthetic Data Generation Framework for Grammatical Error Correction Jeiyoon Park Chanjun Park Heuiseok Lim 43 2 0 05 Jun 2024
FOCUS: Forging Originality through Contrastive Use in Self-Plagiarism for Language Models Kaixin Lan Tao Fang Derek F. Wong Yabo Xu Lidia S. Chao Cecilia G. Zhao 53 4 0 02 Jun 2024
Detection-Correction Structure via General Language Model for Grammatical Error Correction Wei Li Houfeng Wang 46 6 0 28 May 2024
GPT-3.5 for Grammatical Error Correction Anisia Katinskaia R. Yangarber KELM 34 9 0 14 May 2024
Who Wrote This? The Key to Zero-Shot LLM-Generated Text Detection Is GECScore Junchao Wu Runzhe Zhan Derek F. Wong Shu Yang Xuebo Liu Lidia S. Chao Min Zhang DeLMO 46 4 0 07 May 2024
Spivavtor: An Instruction Tuned Ukrainian Text Editing Model Aman Saini Artem Chernodub Vipul Raheja Vivek Kulkarni 29 1 0 29 Apr 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 27 2 0 23 Apr 2024
Ungrammatical-syntax-based In-context Example Selection for Grammatical Error Correction Chenming Tang Fanyi Qu Yunfang Wu 36 1 0 28 Mar 2024
Large Language Models Are State-of-the-Art Evaluator for Grammatical Error Correction Masamune Kobayashi Masato Mita Mamoru Komachi ELM 47 3 0 26 Mar 2024
LM-Combiner: A Contextual Rewriting Model for Chinese Grammatical Error Correction Yixuan Wang Baoxin Wang Yijun Liu Dayong Wu Wanxiang Che KELM 49 1 0 26 Mar 2024
To Err Is Human, but Llamas Can Learn It Too Agnes Luhtaru Taido Purason Martin Vainikko Maksym Del Mark Fishel SyDa ALM 46 2 0 08 Mar 2024
Japanese-English Sentence Translation Exercises Dataset for Automatic Grading Naoki Miura Hiroaki Funayama Seiya Kikuchi Yuichiroh Matsubayashi Yuya Iwase Kentaro Inui 9 0 0 06 Mar 2024
mEdIT: Multilingual Text Editing via Instruction Tuning Vipul Raheja Dimitris Alikaniotis Vivek Kulkarni Bashar Alhafni Dhruv Kumar VLM 38 6 0 26 Feb 2024
Evaluating Prompting Strategies for Grammatical Error Correction Based on Language Proficiency Min Zeng Jiexin Kuang Mengyang Qiu Jayoung Song Jungyeul Park 33 2 0 24 Feb 2024
Rethinking the Roles of Large Language Models in Chinese Grammatical Error Correction Hai-Tao Zheng Shang Qin Jingheng Ye Shirong Ma Yangning Li Libo Qin Xuming Hu Wenhao Jiang Hai-Tao Zheng Philip S. Yu LRM 24 5 0 18 Feb 2024
MoRAL: MoE Augmented LoRA for LLMs' Lifelong Learning Shu Yang Muhammad Asif Ali Cheng-Long Wang Lijie Hu Di Wang CLL MoE 37 38 0 17 Feb 2024
Anchor-based Large Language Models Jianhui Pang Fanghua Ye Derek F. Wong Xin He Wanshun Chen Longyue Wang KELM 56 8 0 12 Feb 2024
Alirector: Alignment-Enhanced Chinese Grammatical Error Corrector Haihui Yang Xiaojun Quan 3DV 36 2 0 07 Feb 2024
Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMs Simone Balloccu Patrícia Schmidtová Mateusz Lango Ondrej Dusek SILM ELM PILM 35 159 0 06 Feb 2024
An AI-Resilient Text Rendering Technique for Reading and Skimming Documents Ziwei Gu Ian Arawjo Kenneth Li Jonathan K. Kummerfeld Elena L. Glassman 48 17 0 19 Jan 2024
Salute the Classic: Revisiting Challenges of Machine Translation in the Age of Large Language Models Jianhui Pang Fanghua Ye Longyue Wang Dian Yu Derek F. Wong Shuming Shi Zhaopeng Tu ALM 46 6 0 16 Jan 2024
Survey of Natural Language Processing for Education: Taxonomy, Systematic Review, and Future Trends Yunshi Lan Xinyuan Li Hanyue Du Xuesong Lu Ming Gao Weining Qian Aoying Zhou 43 2 0 15 Jan 2024
Prompting open-source and commercial language models for grammatical error correction of English learner text Christopher Davis Andrew Caines Oistein Andersen Shiva Taslimipoor H. Yannakoudakis Zheng Yuan Christopher Bryant Marek Rei P. Buttery 37 13 0 15 Jan 2024
How Far Are LLMs from Believable AI? A Benchmark for Evaluating the Believability of Human Behavior Simulation Yang Xiao Yi Cheng Jinlan Fu Jiashuo Wang Wenjie Li Pengfei Liu LLMAG 62 4 0 28 Dec 2023
Adapting Large Language Models for Education: Foundational Capabilities, Potentials, and Challenges Qingyao Li Lingyue Fu Weiming Zhang Xianyu Chen Jingwei Yu Wei Xia Weinan Zhang Ruiming Tang Yong Yu AI4Ed ELM 46 18 0 27 Dec 2023
Alleviating Hallucinations of Large Language Models through Induced Hallucinations Yue Zhang Leyang Cui Wei Bi Shuming Shi HILM 42 51 0 25 Dec 2023
Exploring the Capabilities of ChatGPT in Ancient Chinese Translation and Person Name Recognition Shijing Si Siqing Zhou Le Tang Xiaoqing Cheng Yugui Zhang 28 0 0 23 Dec 2023
Beyond English: Evaluating LLMs for Arabic Grammatical Error Correction S. Kwon Gagan Bhatia El Moatez Billah Nagoudi Muhammad Abdul-Mageed 55 17 0 13 Dec 2023
RELIC: Investigating Large Language Model Responses using Self-Consistency Furui Cheng Vilém Zouhar Simran Arora Mrinmaya Sachan Hendrik Strobelt Mennatallah El-Assady HILM 26 18 0 28 Nov 2023
Efficient Grammatical Error Correction Via Multi-Task Training and Optimized Training Schedule A. Bout Alexander Podolskiy Sergey I. Nikolenko Irina Piontkovskaya 41 7 0 20 Nov 2023
Eval-GCSC: A New Metric for Evaluating ChatGPT's Performance in Chinese Spelling Correction Kunting Li Yong Hu Shaolei Wang Hanhan Ma Liang He Fandong Meng Jie Zhou 25 0 0 14 Nov 2023
Specialist or Generalist? Instruction Tuning for Specific NLP Tasks Chufan Shi Yixuan Su Cheng Yang Yujiu Yang Deng Cai 37 18 0 23 Oct 2023