Corrections Meet Explanations: A Unified Framework for Explainable Grammatical Error Correction

24 February 2025

Papers citing "Corrections Meet Explanations: A Unified Framework for Explainable Grammatical Error Correction"

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Title
Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning Yibo Yan Shen Wang Jiahao Huo Jingheng Ye Zhendong Chu Xuming Hu Philip S. Yu Carla P. Gomes B. Selman Qingsong Wen LRM 186 17 0 05 Feb 2025
Mind Scramble: Unveiling Large Language Model Psychology Via Typoglycemia Miao Yu Junyuan Mao Guibin Zhang Jingheng Ye Sihang Li Aoxiao Zhong Yang Liu Yuxuan Liang Kun Wang Qingsong Wen 61 2 0 02 Oct 2024
Improving Grammatical Error Correction via Contextual Data Augmentation Yixuan Wang Baoxin Wang Yijun Liu Qingfu Zhu Dayong Wu Wanxiang Che 52 4 0 25 Jun 2024
LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing Jiangshu Du Yibo Wang Wenting Zhao Zhongfen Deng Shuaiqi Liu ... Eduardo Blanco Yixin Cao Rui Zhang Philip S. Yu Wenpeng Yin 61 32 0 24 Jun 2024
ChatGPT Rates Natural Language Explanation Quality Like Humans: But on Which Scales? Fan Huang Haewoon Kwak Kunwoo Park Jisun An ALM ELM AI4MH 87 12 0 26 Mar 2024
Let LLMs Take on the Latest Challenges! A Chinese Dynamic Question Answering Benchmark Zhikun Xu Hai-Tao Zheng Ruixue Ding Xinyu Wang Boli Chen Yong Jiang Hai-Tao Zheng Wenlian Lu Pengjun Xie Fei Huang 82 11 0 29 Feb 2024
ELAD: Explanation-Guided Large Language Models Active Distillation Yifei Zhang Bo Pan Chen Ling Yuntong Hu Liang Zhao 64 7 0 20 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 64 5 0 18 Feb 2024
Inference to the Best Explanation in Large Language Models Dhairya Dalal Marco Valentino André Freitas Paul Buitelaar LRM ELM 66 3 0 16 Feb 2024
Are self-explanations from Large Language Models faithful? Andreas Madsen Sarath Chandar Siva Reddy LRM 50 29 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 65 14 0 15 Jan 2024
Towards Real-World Writing Assistance: A Chinese Character Checking Benchmark with Faked and Misspelled Characters Hai-Tao Zheng Zishan Xu Shaoshen Chen Haojing Huang Yangning Li Yong Jiang Zhongli Li Qingyu Zhou Hai-Tao Zheng Ying Shen 42 13 0 19 Nov 2023
A Frustratingly Easy Plug-and-Play Detection-and-Reasoning Module for Chinese Spelling Check Haojing Huang Jingheng Ye Qingyu Zhou Hai-Tao Zheng Yangning Li Feng Zhou Hai-Tao Zheng LRM 70 14 0 13 Oct 2023
Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future Zheng Chu Jingchang Chen Qianglong Chen Weijiang Yu Tao He Haotian Wang Weihua Peng Ming-Yuan Liu Bing Qin Ting Liu LRM AI4CE 73 169 0 27 Sep 2023
LatEval: An Interactive LLMs Evaluation Benchmark with Incomplete Information from Lateral Thinking Puzzles Shulin Huang Shirong Ma Hai-Tao Zheng Mengzuo Huang Wuhe Zou Weidong Zhang Haitao Zheng LLMAG LRM 50 31 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 Jiang LRM 98 16 0 21 Aug 2023
On the (In)Effectiveness of Large Language Models for Chinese Text Correction Hai-Tao Zheng Haojing Huang Shirong Ma Yong Jiang Yongqian Li F. Zhou Haitao Zheng Qingyu Zhou 57 46 0 18 Jul 2023
Correct Like Humans: Progressive Learning Framework for Chinese Text Error Correction Hai-Tao Zheng Shirong Ma Shaoshen Chen Haojing Huang Shulin Huang Yongqian Li Haitao Zheng Ying Shen 50 10 0 30 Jun 2023
Symbolic Chain-of-Thought Distillation: Small Models Can Also "Think" Step-by-Step Liunian Harold Li Jack Hessel Youngjae Yu Xiang Ren Kai-Wei Chang Yejin Choi LRM AI4CE ReLM 55 141 0 24 Jun 2023
Few Shot Rationale Generation using Self-Training with Dual Teachers Aditya Srikanth Veerubhotla Lahari Poddar J. Yin Gyuri Szarvas S. Eswaran LRM 76 2 0 05 Jun 2023
Explanation-based Finetuning Makes Models More Robust to Spurious Cues Josh Magnus Ludan Yixuan Meng Nguyen Tai Saurabh Shah Qing Lyu Marianna Apidianaki Chris Callison-Burch AAML LRM 65 20 0 08 May 2023
Are Human Explanations Always Helpful? Towards Objective Evaluation of Human Natural Language Explanations Bingsheng Yao Prithviraj Sen Lucian Popa James A. Hendler Dakuo Wang XAI ELM FAtt 38 11 0 04 May 2023
Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes Lokesh Nagalapatti Chun-Liang Li Chih-Kuan Yeh Hootan Nakhost Yasuhisa Fujii Alexander Ratner Ranjay Krishna Chen-Yu Lee Tomas Pfister ALM 273 544 0 03 May 2023
Vision, Deduction and Alignment: An Empirical Study on Multi-modal Knowledge Graph Alignment Yongqian Li Jiaoyan Chen Hai-Tao Zheng Yuejia Xiang Xi Chen Haitao Zheng 70 25 0 17 Feb 2023
Large Language Models Are Reasoning Teachers Namgyu Ho Laura Schmid Se-Young Yun ReLM ELM LRM 91 344 0 20 Dec 2022
Learning from the Dictionary: Heterogeneous Knowledge Guided Fine-tuning for Chinese Spell Checking Hai-Tao Zheng Shirong Ma Qingyu Zhou Zhongli Li Li Yangning Shulin Huang R. Liu Chao Li Yunbo Cao Haitao Zheng 36 36 0 19 Oct 2022
Explanations from Large Language Models Make Small Reasoners Better Shiyang Li Jianshu Chen Yelong Shen Zhiyu Zoey Chen Xinlu Zhang ... Jingu Qian Baolin Peng Yi Mao Wenhu Chen Xifeng Yan ReLM LRM 69 136 0 13 Oct 2022
Towards Faithful Model Explanation in NLP: A Survey Qing Lyu Marianna Apidianaki Chris Callison-Burch XAI 135 118 0 22 Sep 2022
Automatic Context Pattern Generation for Entity Set Expansion Hai-Tao Zheng Shulin Huang Xinwei Zhang Qingyu Zhou Yongqian Li Ruiyang Liu Yunbo Cao Haitao Zheng Ying Shen 63 23 0 17 Jul 2022
Contextual Similarity is More Valuable than Character Similarity: An Empirical Study for Chinese Spell Checking Dingchao Zhang Hai-Tao Zheng Qingyu Zhou Shirong Ma Yongqian Li Yunbo Cao Haitao Zheng 48 16 0 17 Jul 2022
Can language models learn from explanations in context? Andrew Kyle Lampinen Ishita Dasgupta Stephanie C. Y. Chan Kory Matthewson Michael Henry Tessler Antonia Creswell James L. McClelland Jane X. Wang Felix Hill LRM ReLM 145 298 0 05 Apr 2022
The Past Mistake is the Future Wisdom: Error-driven Contrastive Probability Optimization for Chinese Spell Checking Hai-Tao Zheng Qingyu Zhou Yongqian Li Zhongli Li Ruiyang Liu Rongyi Sun Zizhen Wang Chao Li Yunbo Cao Haitao Zheng 107 70 0 02 Mar 2022
Unifying Model Explainability and Robustness for Joint Text Classification and Rationale Extraction Dongfang Li Baotian Hu Qingcai Chen Tujie Xu Jingcong Tao Yunan Zhang 48 12 0 20 Dec 2021
Are we ready for a new paradigm shift? A Survey on Visual Deep MLP Ruiyang Liu Hai-Tao Zheng Li Tao Dun Liang Haitao Zheng 142 98 0 07 Nov 2021
Knowledge-Grounded Self-Rationalization via Extractive and Natural Language Explanations Bodhisattwa Prasad Majumder Oana-Maria Camburu Thomas Lukasiewicz Julian McAuley 70 36 0 25 Jun 2021
A Simple Recipe for Multilingual Grammatical Error Correction S. Rothe Jonathan Mallinson Eric Malmi Sebastian Krause Aliaksei Severyn 42 165 0 07 Jun 2021
A Unified Generative Framework for Various NER Subtasks Hang Yan Tao Gui Junqi Dai Qipeng Guo Zheng Zhang Xipeng Qiu 70 296 0 02 Jun 2021
FiD-Ex: Improving Sequence-to-Sequence Models for Extractive Rationale Generation Kushal Lakhotia Bhargavi Paranjape Asish Ghoshal Wen-tau Yih Yashar Mehdad Srini Iyer 36 28 0 31 Dec 2020
Evaluating Explanations: How much do explanations from the teacher aid students? Danish Pruthi Rachit Bansal Bhuwan Dhingra Livio Baldini Soares Michael Collins Zachary Chase Lipton Graham Neubig William W. Cohen FAtt XAI 46 109 0 01 Dec 2020
Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language? Peter Hase Shiyue Zhang Harry Xie Joey Tianyi Zhou 50 101 0 08 Oct 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 706 41,736 0 28 May 2020
WT5?! Training Text-to-Text Models to Explain their Predictions Sharan Narang Colin Raffel Katherine Lee Adam Roberts Noah Fiedel Karishma Malkan 53 201 0 30 Apr 2020
ERASER: A Benchmark to Evaluate Rationalized NLP Models Jay DeYoung Sarthak Jain Nazneen Rajani Eric P. Lehman Caiming Xiong R. Socher Byron C. Wallace 105 637 0 08 Nov 2019
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 225 10,815 0 29 Oct 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 385 20,053 0 23 Oct 2019
Improving Grammatical Error Correction via Pre-Training a Copy-Augmented Architecture with Unlabeled Data Wei Zhao Liang Wang Kewei Shen Ruoyu Jia Jingming Liu 67 214 0 01 Mar 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.6K 94,729 0 11 Oct 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 656 131,414 0 12 Jun 2017
Pointer Networks Oriol Vinyals Meire Fortunato Navdeep Jaitly 118 3,048 0 09 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.6K 150,006 0 22 Dec 2014