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20232025
most citedMitigating Catastrophic Forgetting in Multi-domain Chinese Spelling Correction by Multi-stage Knowledge Transfer Framework

1 citations · 2 across the 7 of their papers we have counts for

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cs.CL2025

CLGEC: A Multi-Discipline Benchmark for Continual Learning in Chinese Literature Grammatical Error Correction

Shang Qin, Jingheng Ye, Yinghui Li +5

The growing demand for automated writing assistance in diverse academic domains highlights the need for robust Chinese Grammatical Error Correction (CGEC) systems that can adapt ac…

cs.CL2025

From Token to Line: Enhancing Code Generation with a Long-Term Perspective

Tingwei Lu, Yangning Li, Liyuan Wang +6

The emergence of large language models (LLMs) has significantly promoted the development of code generation task, sparking a surge in pertinent literature. Current research is hind…

cs.CL2025

RAISE: Reinforced Adaptive Instruction Selection For Large Language Models

Qingsong Lv, Yangning Li, Zihua Lan +8

In the instruction fine-tuning of large language models (LLMs), it is widely recognized that a few high-quality instructions are superior to a large number of low-quality instructi…

cs.CL2025

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

Jingheng Ye, Shang Qin, Yinghui Li +3

Grammatical Error Correction (GEC) faces a critical challenge concerning explainability, notably when GEC systems are designed for language learners. Existing research predominantl…

cs.CL2025

Revisiting Classification Taxonomy for Grammatical Errors

Deqing Zou, Jingheng Ye, Yulu Liu +7

Grammatical error classification plays a crucial role in language learning systems, but existing classification taxonomies often lack rigorous validation, leading to inconsistencie…