Grammatical Error Correction

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5 papers in the last 28 days · 0.1% of indexed attention

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Period ending 2026-09-14

1 new paper

A weekly snapshot of new work published in Grammatical Error Correction.

Period ending 2026-09-07

2 new papers

A weekly snapshot of new work published in Grammatical Error Correction.

26 papers

Latest in Grammatical Error Correction

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  1. Don't Count the Edits, Judge by the Outcome Alone: Reward-Based Evaluation for Grammatical Error Correction

    Sep 14, 2026Hayeong Ryu, Sunhee Jo, Seunguk Yu +1Grammatical Error Correction

  2. Larger Context Window, Fewer Overcorrections: Optimizing Prompts and Batching for Minimal-Edit Grammatical Error Correction

    Sep 11, 2026Kateryna Karpo, Artem ChernodubGrammatical Error CorrectionPrompt

  3. Contextual Tamil Spelling and Grammar Correction Using Progressively Fine-Tuned Sequence-to-Sequence Transformers

    Sep 3, 2026Karthikeyan A, Jaya Nirmala S, Sangeetha Sivanesan +4Grammatical Error CorrectionLow-Resource Languages

  4. Quantifying and Mitigating Korean Jamo-Level Typographical Vulnerabilities in Large Language Models

    Aug 31, 2026Seojin Lee, Hwanhee LeeGrammatical Error CorrectionKorean

  5. Training-Free Action Correction for VLA Model Failures via Language Feedback

    Aug 30, 2026Owen Kwon, Pablo Ortega-Kral, Arthur Bucker +1Vision-Language-ActionReal-Robot Experiments

  6. GUIDE: Generative Unsupervised Chinese Query Correction via Phonetic and Visual Shared-ID Encoding

    Aug 26, 2026Lei Yang, Binbin Huang, Jiwei Tan +4Grammatical Error CorrectionCorpus

  7. M-GATE: Multilingual Grammar, Accuracy in Translation, and Efficiency Benchmark for Large Language Models

    Aug 4, 2026Tomáš Burkert, Angelika Peljak-Łapińska, David ZelenýMultilingual Language ModelsTranslation

  8. Invariant Discovery for Networked Systems

    Jul 24, 2026Hongyu Hè, Alexander Krentsel, Sylvia Ratnasamy +1Agentic DiscoveryAutomatic Identification System

  9. grapheme-kit: Grapheme-Level Metrics and Text Processing for Multilingual NLP

    Jul 24, 2026Izzath Nisfer, Ashini Kavindya, Ovindu Atukorala +2Unicode U+2014Optical Character Recognition

  10. Zero2Skill: Bootstrapping Robot Skills through Autonomous Data Collection, Training, and Deployment

    Jul 15, 2026Boyuan Wang, Zhenyuan Zhang, Zhiqin Yang +16Real-Robot ExperimentsHuman-In-The-Loop

  11. Explicit Fuzzy Logic in the Feed-Forward Layer: Self-Forgetting Quantifiers Discover Legible Grammatical-Licensing Detectors

    Jun 30, 2026Mark OskinFeed-ForwardProtein Language Model

  12. Encode Errors: Representational Retrieval of In-Context Demonstrations for Multilingual Grammatical Error Correction

    Jun 13, 2026Guangyue Peng, Wei Li, Wen Luo +1Grammatical Error CorrectionMultilingual Language Models

  13. CoCoGEC: Counterfactual Generation for Robust Grammatical Error Correction

    Jun 13, 2026Qianyu Wang, Xiaoman Wang, Yuanyuan Liang +2Grammatical Error CorrectionSemantic Consistency

  14. ArabiGEE: A Hierarchical Taxonomy for Arabic Grammatical Error Explanation

    Jun 9, 2026Khaled Elhady, Omar Kallas, Nizar Habash +1Grammatical Error CorrectionGrammaticality

  15. How Far Can Prompting Go for Minimal-Edit Ukrainian Grammatical Error Correction?

    Jun 8, 2026Kateryna Karpo, Artem ChernodubGrammatical Error Correction

  16. TalkTag: Fine-Grained Morphosyntactic Error Annotation for Transcribed Speech

    Jun 1, 2026Shamira Venturini, Oliver Hennhöfer, Steffen Kinkel +1Speech TranscriptionsGrammatical Error Correction

  17. Refining Word-Based Grammatical Error Annotation for L2 Korean

    May 28, 2026Jungyeul Park, Kyungtae Lim, Wonjun Oh +4Grammatical Error CorrectionErrors

  18. Smarter edits? Post-editing with error highlights and translation suggestions

    May 20, 2026Fleur V. J. van Tellingen, Gautam Ranka, Dora Žugčić +4Machine Translation QualityTranslation

  19. Edit-level Majority Voting Mitigates Over-Correction in LLM-based Grammatical Error Correction

    May 13, 2026Takumi Goto, Yusuke Sakai, Taro WatanabeGrammatical Error CorrectionTraining-Free Inference Framework

  20. Mind the Pause: Disfluency-Aware Objective Tuning for Multilingual Speech Correction with LLMs

    May 12, 2026Deepak Kumar, Baban Gain, Asif EkbalMultilingual Automatic Speech RecognitionAutomatic Speech Recognition

  21. The Impact of Editorial Intervention on Detecting Native Language Traces

    May 11, 2026Ahmet Yavuz Uluslu, Mark Gales, Kate Knill +1LinguisticsAuthorship

  22. Future Validity is the Missing Statistic: From Impossibility to Φ-Estimation for Grammar-Faithful Speculative Decoding

    May 8, 2026Wenhua Nie, Zijie Meng, Kun Zou +5Speculative DecodingContext-Free Grammars

  23. Multi-Dimensional Evaluation of LLMs for Grammatical Error Correction

    May 8, 2026Adnan Labib, Qiao Wang, Yixuan Huang +1Grammatical Error CorrectionErrors

  24. Parser agreement and disagreement in L2 Korean UD: Implications for human-in-the-loop annotation

    May 7, 2026Hakyung Sung, Gyu-Ho ShinKoreanGrammatical Error Correction

  25. Neural Grammatical Error Correction for Romanian

    Apr 26, 2026Teodor-Mihai Cotet, Stefan Ruseti, Mihai DascaluGrammatical Error CorrectionMachine Translation Quality

  26. RoLegalGEC: Legal Domain Grammatical Error Detection and Correction Dataset for Romanian

    Apr 21, 2026Mircea Timpuriu, Mihaela-Claudia Cercel, Dumitru-Clementin CercelGrammatical Error CorrectionLegal Domain