On the (In)Effectiveness of Large Language Models for Chinese Text Correction

18 July 2023

Papers citing "On the (In)Effectiveness of Large Language Models for Chinese Text Correction"

42 / 42 papers shown

Title
MTCSC: Retrieval-Augmented Iterative Refinement for Chinese Spelling Correction Junhong Liang Yu Zhou LRM 44 0 0 26 Apr 2025
Unveiling the Impact of Multimodal Features on Chinese Spelling Correction: From Analysis to Design Xiaowu Zhang Hongfei Zhao Jingyi Hou Zhijie Liu 26 0 0 10 Apr 2025
From Token to Line: Enhancing Code Generation with a Long-Term Perspective Tingwei Lu Yangning Li Liyuan Wang Binghuai Lin Jiwei Tang ... Hai-tao Zheng Yinghui Li Bingxu An Zhao Wei Y. Xu LLMAG 57 0 0 10 Apr 2025
RAISE: Reinforenced Adaptive Instruction Selection For Large Language Models Lv Qingsong Yangning Li Zihua Lan Zishan Xu Jiwei Tang Yinghui Li Wenhao Jiang Hai-tao Zheng Philip S. Yu 30 0 0 09 Apr 2025
MDIT: A Model-free Data Interpolation Method for Diverse Instruction Tuning Yangning Li Zihua Lan Lv Qingsong Yinghui Li Hai-Tao Zheng 25 0 0 09 Apr 2025
Corrections Meet Explanations: A Unified Framework for Explainable Grammatical Error Correction Jingheng Ye Shang Qin Yinghui Li Hai-Tao Zheng Shen Wang Qingsong Wen 52 0 0 24 Feb 2025
A Training-free LLM-based Approach to General Chinese Character Error Correction Houquan Zhou Bo Zhang Z. Li Ming Yan M. Zhang 3DV 50 0 0 24 Feb 2025
Chinese Spelling Correction: A Comprehensive Survey of Progress, Challenges, and Opportunities Changchun Liu Kai Zhang Junzhe Jiang Zixiao Kong Q. Liu Enhong Chen LRM 39 1 0 17 Feb 2025
Refine Knowledge of Large Language Models via Adaptive Contrastive Learning Yinghui Li Haojing Huang Jiayi Kuang Yangning Li Shu Guo C. Qu Xiaoyu Tan Hai-Tao Zheng Ying Shen Philip S. Yu CLL 66 5 0 11 Feb 2025
Exploring the Implicit Semantic Ability of Multimodal Large Language Models: A Pilot Study on Entity Set Expansion Hebin Wang Yangning Li Yinghui Li Hai-Tao Zheng Wenhao Jiang Hong-Gee Kim 37 0 0 03 Jan 2025
A Simple yet Effective Training-free Prompt-free Approach to Chinese Spelling Correction Based on Large Language Models Houquan Zhou Zhenghua Li Bo Zhang Chen Li Shaopeng Lai Ji Zhang Fei Huang M. Zhang LRM 20 2 0 05 Oct 2024
A Coin Has Two Sides: A Novel Detector-Corrector Framework for Chinese Spelling Correction Xiangke Zeng Zuchao Li Lefei Zhang Ping Wang Hongqiu Wu Hai Zhao 18 0 0 06 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 26 0 0 19 Aug 2024
C-LLM: Learn to Check Chinese Spelling Errors Character by Character Kunting Li Yong Hu Liang He Fandong Meng Jie Zhou 28 7 0 24 Jun 2024
Detection-Correction Structure via General Language Model for Grammatical Error Correction Wei Li Houfeng Wang 31 6 0 28 May 2024
LM-Combiner: A Contextual Rewriting Model for Chinese Grammatical Error Correction Yixuan Wang Baoxin Wang Yijun Liu Dayong Wu Wanxiang Che KELM 38 1 0 26 Mar 2024
Rich Semantic Knowledge Enhanced Large Language Models for Few-shot Chinese Spell Checking Ming Dong Yujing Chen Miao Zhang Hao Sun Tingting He 29 4 0 13 Mar 2024
UltraWiki: Ultra-fine-grained Entity Set Expansion with Negative Seed Entities Yangning Li Qingsong Lv Tianyu Yu Yinghui Li Shulin Huang Tingwei Lu Xuming Hu Wenhao Jiang Hai-Tao Zheng Hui Wang 32 2 0 07 Mar 2024
Let LLMs Take on the Latest Challenges! A Chinese Dynamic Question Answering Benchmark Zhikun Xu Yinghui Li Ruixue Ding Xinyu Wang Boli Chen Yong-jia Jiang Hai-Tao Zheng Wenlian Lu Pengjun Xie Fei Huang 36 11 0 29 Feb 2024
Mitigating Catastrophic Forgetting in Multi-domain Chinese Spelling Correction by Multi-stage Knowledge Transfer Framework Peng Xing Yinghui Li Shirong Ma Xinnian Liang Haojing Huang Yangning Li Hai-Tao Zheng Wenhao Jiang Ying Shen CLL KELM 11 1 0 18 Feb 2024
Rethinking the Roles of Large Language Models in Chinese Grammatical Error Correction Yinghui Li Shang Qin Jingheng Ye Shirong Ma Yangning Li Libo Qin Xuming Hu Wenhao Jiang Hai-Tao Zheng Philip S. Yu LRM 20 5 0 18 Feb 2024
When LLMs Meet Cunning Texts: A Fallacy Understanding Benchmark for Large Language Models Yinghui Li Qingyu Zhou Yuanzhen Luo Shirong Ma Yangning Li Hai-Tao Zheng Xuming Hu Philip S. Yu LRM 39 13 0 16 Feb 2024
Alirector: Alignment-Enhanced Chinese Grammatical Error Corrector Haihui Yang Xiaojun Quan 3DV 18 2 0 07 Feb 2024
EcomGPT-CT: Continual Pre-training of E-commerce Large Language Models with Semi-structured Data Shirong Ma Shen Huang Shulin Huang Xiaobin Wang Yangning Li Hai-Tao Zheng Pengjun Xie Fei Huang Yong-jia Jiang 32 6 0 25 Dec 2023
Towards Real-World Writing Assistance: A Chinese Character Checking Benchmark with Faked and Misspelled Characters Yinghui Li Zishan Xu Shaoshen Chen Haojing Huang Yangning Li Yong-jia Jiang Zhongli Li Qingyu Zhou Hai-Tao Zheng Ying Shen 19 12 0 19 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 21 0 0 14 Nov 2023
MixEdit: Revisiting Data Augmentation and Beyond for Grammatical Error Correction Jingheng Ye Yinghui Li Yangning Li Hai-Tao Zheng 13 1 0 18 Oct 2023
A Frustratingly Easy Plug-and-Play Detection-and-Reasoning Module for Chinese Spelling Check Haojing Huang Jingheng Ye Qingyu Zhou Yinghui Li Yangning Li Feng Zhou Hai-Tao Zheng LRM 26 13 0 13 Oct 2023
Retrieval-Augmented Meta Learning for Low-Resource Text Classification Rongsheng Li Y. Li Yinghui Li Chaiyut Luoyiching Hai-Tao Zheng Nannan Zhou Hanjing Su RALM 11 2 0 10 Sep 2023
Prompt Learning With Knowledge Memorizing Prototypes For Generalized Few-Shot Intent Detection Chaiyut Luoyiching Y. Li Yinghui Li Rongsheng Li Hai-Tao Zheng Nannan Zhou Hanjing Su CLL 12 0 0 10 Sep 2023
An Anchor Learning Approach for Citation Field Learning Zilin Yuan Borun Chen Yimeng Dai Yinghui Li Hai-Tao Zheng Rui Zhang 28 0 0 07 Sep 2023
LatEval: An Interactive LLMs Evaluation Benchmark with Incomplete Information from Lateral Thinking Puzzles Shulin Huang Shirong Ma Yinghui Li Mengzuo Huang Wuhe Zou Weidong Zhang Haitao Zheng LLMAG LRM 24 26 0 21 Aug 2023
SeqGPT: An Out-of-the-box Large Language Model for Open Domain Sequence Understanding Tianyu Yu Chengyue Jiang Chao Lou Shen Huang Xiaobin Wang ... Haitao Zheng Ningyu Zhang Pengjun Xie Fei Huang Yong-jia Jiang LRM 46 17 0 21 Aug 2023
EcomGPT: Instruction-tuning Large Language Models with Chain-of-Task Tasks for E-commerce Y. Li Shirong Ma Xiaobin Wang Shen Huang Chengyue Jiang Haitao Zheng Pengjun Xie Fei Huang Yong-jia Jiang RALM ALM LRM 29 49 0 14 Aug 2023
MESED: A Multi-modal Entity Set Expansion Dataset with Fine-grained Semantic Classes and Hard Negative Entities Y. Li Tingwei Lu Yinghui Li Tianyu Yu Shulin Huang Haitao Zheng Rui Zhang Jun Yuan 33 11 0 27 Jul 2023
Correct Like Humans: Progressive Learning Framework for Chinese Text Error Correction Yinghui Li Shirong Ma Shaoshen Chen Haojing Huang Shulin Huang Y. Li Haitao Zheng Ying Shen 9 11 0 30 Jun 2023
Can ChatGPT Detect Intent? Evaluating Large Language Models for Spoken Language Understanding Mutian He Philip N. Garner ELM AI4MH LRM 43 20 0 22 May 2023
CLEME: Debiasing Multi-reference Evaluation for Grammatical Error Correction Jingheng Ye Yinghui Li Qingyu Zhou Y. Li Shirong Ma Haitao Zheng Ying Shen 22 5 0 18 May 2023
FCGEC: Fine-Grained Corpus for Chinese Grammatical Error Correction Lvxiaowei Xu Jian Wu Jiawei Peng Jiayu Fu Ming Cai 30 13 0 22 Oct 2022
General and Domain Adaptive Chinese Spelling Check with Error Consistent Pretraining Qi Lv Ziqiang Cao Lei Geng Chunhui Ai Xu Yan G. Fu 16 25 0 21 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022
CPT: A Pre-Trained Unbalanced Transformer for Both Chinese Language Understanding and Generation Yunfan Shao Zhichao Geng Yitao Liu Junqi Dai Hang Yan Fei Yang Li Zhe Hujun Bao Xipeng Qiu MedIm 59 145 0 13 Sep 2021