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Xinshu Shen

3 accepted papers

2024

TOREE: Evaluating Topic Relevance of Student Essays for Chinese Primary and Middle School Education

ACL 2024findings

Topic relevance of an essay demands that the composition adheres to a clear theme and aligns well with the essay prompt requirements, a critical aspect of essay quality evaluation. However, existing research of Automatic Essay Scoring (AES) for Chinese essays has overlooked topic relevance and lacks…

Cited by 6SourcePDFScholar
2024

Towards Explainable Chinese Native Learner Essay Fluency Assessment: Dataset, Tasks, and Method

EMNLP 2024finding

Grammatical Error Correction (GEC) is a crucial technique in Automated Essay Scoring (AES) for evaluating the fluency of essays. However, in Chinese, existing GEC datasets often fail to consider the importance of specific grammatical error types within compositional scenarios, lack research on data…

2023

A Multi-Task Dataset for Assessing Discourse Coherence in Chinese Essays: Structure, Theme, and Logic Analysis

EMNLP 2023long main

This paper introduces the \textbf{C}hinese \textbf{E}ssay \textbf{D}iscourse \textbf{C}oherence \textbf{C}orpus (\textbf{CEDCC}), a multi-task dataset for assessing discourse coherence. Existing research tends to focus on isolated dimensions of discourse coherence, a gap which the CEDCC addresses by…

Cited by 0SourcecodeScholar