Image de couverture de livre

Exploring the Feasibility of Multilingual Grammatical Error Correction with a Single LLM up to 9B parameters: A Comparative Study of 17 Models

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Wisniewski, Dawid, Solarski, Antoni, Nowakowski, Artur
Format:	Preprint
Publié:	2025
Sujets:	Computation and Language
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

FAME-MT Dataset: Formality Awareness Made Easy for Machine Translation Purposes
par: Wiśniewski, Dawid, et autres
Publié: (2024)

Explanation based In-Context Demonstrations Retrieval for Multilingual Grammatical Error Correction
par: Li, Wei, et autres
Publié: (2025)

Do Not Change Me: On Transferring Entities Without Modification in Neural Machine Translation -- a Multilingual Perspective
par: Wisniewski, Dawid, et autres
Publié: (2025)

LLM-based Code-Switched Text Generation for Grammatical Error Correction
par: Potter, Tom, et autres
Publié: (2024)

ForMaT: Dataset for Visually-Grounded Multilingual PDF Translation
par: Ciesiółka, Michał, et autres
Publié: (2026)

Introducing OmniGEC: A Silver Multilingual Dataset for Grammatical Error Correction
par: Kovalchuk, Roman, et autres
Publié: (2025)

Chinese Grammatical Error Correction: A Survey
par: Qiu, Mengyang, et autres
Publié: (2025)

Revisiting Meta-evaluation for Grammatical Error Correction
par: Kobayashi, Masamune, et autres
Publié: (2024)

Neural Grammatical Error Correction for Romanian
par: Cotet, Teodor-Mihai, et autres
Publié: (2026)

Multi-head Sequence Tagging Model for Grammatical Error Correction
par: Al-Sabahi, Kamal, et autres
Publié: (2024)

Edit-level Majority Voting Mitigates Over-Correction in LLM-based Grammatical Error Correction
par: Goto, Takumi, et autres
Publié: (2026)

Detection-Correction Structure via General Language Model for Grammatical Error Correction
par: Li, Wei, et autres
Publié: (2024)

Enhancing Text Editing for Grammatical Error Correction: Arabic as a Case Study
par: Alhafni, Bashar, et autres
Publié: (2025)

Efficient and Interpretable Grammatical Error Correction with Mixture of Experts
par: Qorib, Muhammad Reza, et autres
Publié: (2024)

Multi-Dimensional Evaluation of LLMs for Grammatical Error Correction
par: Labib, Adnan, et autres
Publié: (2026)

Large Language Models Are State-of-the-Art Evaluator for Grammatical Error Correction
par: Kobayashi, Masamune, et autres
Publié: (2024)

Rethinking the Roles of Large Language Models in Chinese Grammatical Error Correction
par: Li, Yinghui, et autres
Publié: (2024)

Beyond Semantics: Measuring Fine-Grained Emotion Preservation in Small Language Model-Based Machine Translation
par: Wisniewski, Dawid, et autres
Publié: (2026)

GPT-3.5 for Grammatical Error Correction
par: Katinskaia, Anisia, et autres
Publié: (2024)

Leveraging What's Overfixed: Post-Correction via LLM Grammatical Error Overcorrection
par: Park, Taehee, et autres
Publié: (2025)

LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning
par: Fang, Tao, et autres
Publié: (2024)

LM-Combiner: A Contextual Rewriting Model for Chinese Grammatical Error Correction
par: Wang, Yixuan, et autres
Publié: (2024)

Grammatical Error Correction for Code-Switched Sentences by Learners of English
par: Chan, Kelvin Wey Han, et autres
Publié: (2024)

The CoNLL-2013 Shared Task on Grammatical Error Correction
par: Ng, Hwee Tou, et autres
Publié: (2025)

Reliability Crisis of Reference-free Metrics for Grammatical Error Correction
par: Goto, Takumi, et autres
Publié: (2025)

Grammatical Error Correction Evaluation by Optimally Transporting Edit Representation
par: Goto, Takumi, et autres
Publié: (2026)

Adapting LLMs for Minimal-edit Grammatical Error Correction
par: Staruch, Ryszard, et autres
Publié: (2025)

MultiSlav: Using Cross-Lingual Knowledge Transfer to Combat the Curse of Multilinguality
par: Kot, Artur, et autres
Publié: (2025)

ErAConD : Error Annotated Conversational Dialog Dataset for Grammatical Error Correction
par: Yuan, Xun, et autres
Publié: (2021)

Multilingual Grammatical Error Annotation: Combining Language-Agnostic Framework with Language-Specific Flexibility
par: Qiu, Mengyang, et autres
Publié: (2025)

Evaluating the Capability of Large-scale Language Models on Chinese Grammatical Error Correction Task
par: Qu, Fanyi, et autres
Publié: (2023)

Ungrammatical-syntax-based In-context Example Selection for Grammatical Error Correction
par: Tang, Chenming, et autres
Publié: (2024)

Evaluating Prompting Strategies for Grammatical Error Correction Based on Language Proficiency
par: Zeng, Min, et autres
Publié: (2024)

gec-metrics: A Unified Library for Grammatical Error Correction Evaluation
par: Goto, Takumi, et autres
Publié: (2025)

ChatLang-8: An LLM-Based Synthetic Data Generation Framework for Grammatical Error Correction
par: Park, Jeiyoon, et autres
Publié: (2024)

KoGEC : Korean Grammatical Error Correction with Pre-trained Translation Models
par: Kim, Taeeun, et autres
Publié: (2025)

Improving Grammatical Error Correction via Contextual Data Augmentation
par: Wang, Yixuan, et autres
Publié: (2024)

Grammatical Error Correction for Low-Resource Languages: The Case of Zarma
par: Keita, Mamadou K., et autres
Publié: (2024)

Loss-Aware Curriculum Learning for Chinese Grammatical Error Correction
par: Zhang, Ding, et autres
Publié: (2024)

Data Augmentation for Spoken Grammatical Error Correction
par: Karanasou, Penny, et autres
Publié: (2025)