Cover Image

DSGram: Dynamic Weighting Sub-Metrics for Grammatical Error Correction in the Era of Large Language Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xie, Jinxiang, Li, Yilin, Yin, Xunjian, Wan, Xiaojun
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Harnessing Rule-Based Reinforcement Learning for Enhanced Grammatical Error Correction
by: Li, Yilin, et al.
Published: (2025)

Alirector: Alignment-Enhanced Chinese Grammatical Error Corrector
by: Yang, Haihui, et al.
Published: (2024)

LEDOM: Reverse Language Model
by: Yin, Xunjian, et al.
Published: (2025)

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

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

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

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

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

KoGEC : Korean Grammatical Error Correction with Pre-trained Translation Models
by: Kim, Taeeun, et al.
Published: (2025)

LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning
by: Fang, Tao, et al.
Published: (2024)

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

IMPARA-GED: Grammatical Error Detection is Boosting Reference-free Grammatical Error Quality Estimator
by: Sakai, Yusuke, et al.
Published: (2025)

GECTurk WEB: An Explainable Online Platform for Turkish Grammatical Error Detection and Correction
by: Gebeşçe, Ali, et al.
Published: (2024)

Leveraging What's Overfixed: Post-Correction via LLM Grammatical Error Overcorrection
by: Park, Taehee, et al.
Published: (2025)

Evaluating Self-Generated Documents for Enhancing Retrieval-Augmented Generation with Large Language Models
by: Li, Jiatao, et al.
Published: (2024)

Large Language Model-Driven Dynamic Assessment of Grammatical Accuracy in English Language Learner Writing
by: Jaganov, Timur, et al.
Published: (2025)

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

Tibyan Corpus: Balanced and Comprehensive Error Coverage Corpus Using ChatGPT for Arabic Grammatical Error Correction
by: Alrehili, Ahlam, et al.
Published: (2024)

ContraSolver: Self-Alignment of Language Models by Resolving Internal Preference Contradictions
by: Zhang, Xu, et al.
Published: (2024)

Benchmarking Knowledge Boundary for Large Language Models: A Different Perspective on Model Evaluation
by: Yin, Xunjian, et al.
Published: (2024)

Towards the Development of Balanced Synthetic Data for Correcting Grammatical Errors in Arabic: An Approach Based on Error Tagging Model and Synthetic Data Generating Model
by: Alrehili, Ahlam, et al.
Published: (2025)

CL$^2$GEC: A Multi-Discipline Benchmark for Continual Learning in Chinese Literature Grammatical Error Correction
by: Qin, Shang, et al.
Published: (2025)

ChatLang-8: An LLM-Based Synthetic Data Generation Framework for Grammatical Error Correction
by: Park, Jeiyoon, et al.
Published: (2024)

"When Data is Scarce, Prompt Smarter"... Approaches to Grammatical Error Correction in Low-Resource Settings
by: De, Somsubhra, et al.
Published: (2025)

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

Error-Robust Retrieval for Chinese Spelling Check
by: Yin, Xunjian, et al.
Published: (2022)

The Super Weight in Large Language Models
by: Yu, Mengxia, et al.
Published: (2024)

Introducing OmniGEC: A Silver Multilingual Dataset for Grammatical Error Correction
by: Kovalchuk, Roman, et al.
Published: (2025)

Analyzing Cognitive Differences Among Large Language Models through the Lens of Social Worldview
by: Li, Jiatao, et al.
Published: (2025)

PaCoST: Paired Confidence Significance Testing for Benchmark Contamination Detection in Large Language Models
by: Zhang, Huixuan, et al.
Published: (2024)

RoLegalGEC: Legal Domain Grammatical Error Detection and Correction Dataset for Romanian
by: Timpuriu, Mircea, et al.
Published: (2026)

APIO: Automatic Prompt Induction and Optimization for Grammatical Error Correction and Text Simplification
by: Chernodub, Artem, et al.
Published: (2025)

Exploring and Evaluating Multimodal Knowledge Reasoning Consistency of Multimodal Large Language Models
by: Jia, Boyu, et al.
Published: (2025)

Coding Agents are Effective Long-Context Processors
by: Cao, Weili, et al.
Published: (2026)

A Systematic Analysis of Large Language Models with RAG-enabled Dynamic Prompting for Medical Error Detection and Correction
by: Ahmed, Farzad, et al.
Published: (2025)

Differentiable Evolutionary Reinforcement Learning
by: Cheng, Sitao, et al.
Published: (2025)

Pillars of Grammatical Error Correction: Comprehensive Inspection Of Contemporary Approaches In The Era of Large Language Models
by: Omelianchuk, Kostiantyn, et al.
Published: (2024)

Enhancing Grammatical Error Detection using BERT with Cleaned Lang-8 Dataset
by: Nihalani, Rahul, et al.
Published: (2024)

ChemAgent: Self-updating Library in Large Language Models Improves Chemical Reasoning
by: Tang, Xiangru, et al.
Published: (2025)

Weights-Rotated Preference Optimization for Large Language Models
by: Yang, Chenxu, et al.
Published: (2025)