Cover Image

Multi-Dimensional Evaluation of LLMs for Grammatical Error Correction

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Labib, Adnan, Wang, Qiao, Huang, Yixuan, Yuan, Zheng
Format:	Preprint
Published:	2026
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

LLM-based Code-Switched Text Generation for Grammatical Error Correction
by: Potter, Tom, et al.
Published: (2024)

LM-Combiner: A Contextual Rewriting Model for Chinese Grammatical Error Correction
by: Wang, Yixuan, et al.
Published: (2024)

Improving Grammatical Error Correction via Contextual Data Augmentation
by: Wang, Yixuan, et al.
Published: (2024)

Grammatical Error Correction for Code-Switched Sentences by Learners of English
by: Chan, Kelvin Wey Han, et al.
Published: (2024)

Adapting LLMs for Minimal-edit Grammatical Error Correction
by: Staruch, Ryszard, et al.
Published: (2025)

A Formal Framework for Fluency-based Multi-Reference Evaluation in Grammatical Error Correction
by: Klinger, Eitan, et al.
Published: (2025)

Assessing the Efficacy of Grammar Error Correction: A Human Evaluation Approach in the Japanese Context
by: Wang, Qiao, et al.
Published: (2024)

RE$^2$: Improving Chinese Grammatical Error Correction via Retrieving Appropriate Examples with Explanation
by: Wang, Baoxin, et al.
Published: (2025)

Chinese Grammatical Error Correction: A Survey
by: Qiu, Mengyang, et al.
Published: (2025)

Grammatical Error Correction Evaluation by Optimally Transporting Edit Representation
by: Goto, Takumi, et al.
Published: (2026)

Multi-head Sequence Tagging Model for Grammatical Error Correction
by: Al-Sabahi, Kamal, et al.
Published: (2024)

GenQuest: An LLM-based Text Adventure Game for Language Learners
by: Wang, Qiao, et al.
Published: (2025)

Large Language Models Are State-of-the-Art Evaluator for Grammatical Error Correction
by: Kobayashi, Masamune, et al.
Published: (2024)

Evaluating Prompting Strategies for Grammatical Error Correction Based on Language Proficiency
by: Zeng, Min, et al.
Published: (2024)

gec-metrics: A Unified Library for Grammatical Error Correction Evaluation
by: Goto, Takumi, et al.
Published: (2025)

ErAConD : Error Annotated Conversational Dialog Dataset for Grammatical Error Correction
by: Yuan, Xun, et al.
Published: (2021)

Organic Data-Driven Approach for Turkish Grammatical Error Correction and LLMs
by: Ersoy, Asım, et al.
Published: (2024)

Rethinking the Roles of Large Language Models in Chinese Grammatical Error Correction
by: Li, Yinghui, et al.
Published: (2024)

Revisiting Meta-evaluation for Grammatical Error Correction
by: Kobayashi, Masamune, et al.
Published: (2024)

Neural Grammatical Error Correction for Romanian
by: Cotet, Teodor-Mihai, et al.
Published: (2026)

CLEME2.0: Towards Interpretable Evaluation by Disentangling Edits for Grammatical Error Correction
by: Ye, Jingheng, et al.
Published: (2024)

Corrections Meet Explanations: A Unified Framework for Explainable Grammatical Error Correction
by: Ye, Jingheng, et al.
Published: (2025)

Detection-Correction Structure via General Language Model for Grammatical Error Correction
by: Li, Wei, et al.
Published: (2024)

Efficient and Interpretable Grammatical Error Correction with Mixture of Experts
by: Qorib, Muhammad Reza, et al.
Published: (2024)

GPT-3.5 for Grammatical Error Correction
by: Katinskaia, Anisia, et al.
Published: (2024)

JELV: A Judge of Edit-Level Validity for Evaluation and Automated Reference Expansion in Grammatical Error Correction
by: Zhan, Yuhao, et al.
Published: (2025)

Evaluating the Capability of Large-scale Language Models on Chinese Grammatical Error Correction Task
by: Qu, Fanyi, et al.
Published: (2023)

Loss-Aware Curriculum Learning for Chinese Grammatical Error Correction
by: Zhang, Ding, et al.
Published: (2024)

Explanation based In-Context Demonstrations Retrieval for Multilingual Grammatical Error Correction
by: Li, Wei, et al.
Published: (2025)

The CoNLL-2013 Shared Task on Grammatical Error Correction
by: Ng, Hwee Tou, et al.
Published: (2025)

Reliability Crisis of Reference-free Metrics for Grammatical Error Correction
by: Goto, Takumi, et al.
Published: (2025)

EXCGEC: A Benchmark for Edit-Wise Explainable Chinese Grammatical Error Correction
by: Ye, Jingheng, et al.
Published: (2024)

Scoring Edit Impact in Grammatical Error Correction via Embedded Association Graphs
by: Xiao, Qiyuan, et al.
Published: (2026)

A Simple Yet Effective Corpus Construction Framework for Indonesian Grammatical Error Correction
by: Lin, Nankai, et al.
Published: (2024)

Revisiting Classification Taxonomy for Grammatical Errors
by: Zou, Deqing, et al.
Published: (2025)

Rethinking Evaluation Metrics for Grammatical Error Correction: Why Use a Different Evaluation Process than Human?
by: Goto, Takumi, et al.
Published: (2025)

Ungrammatical-syntax-based In-context Example Selection for Grammatical Error Correction
by: Tang, Chenming, et al.
Published: (2024)

Grammatical Error Feedback: An Implicit Evaluation Approach
by: Bannò, Stefano, et al.
Published: (2024)

Grammatical Error Correction for Low-Resource Languages: The Case of Zarma
by: Keita, Mamadou K., et al.
Published: (2024)

Data Augmentation for Spoken Grammatical Error Correction
by: Karanasou, Penny, et al.
Published: (2025)