3 papers
cs.CL2025
DualReward: A Dynamic Reinforcement Learning Framework for Cloze Tests Distractor Generation
Tianyou Huang, Xinglu Chen, Jingshen Zhang +2
This paper introduces DualReward, a novel reinforcement learning framework for automatic distractor generation in cloze tests. Unlike conventional approaches that rely primarily on…
cs.CL2024
System Report for CCL24-Eval Task 7: Multi-Error Modeling and Fluency-Targeted Pre-training for Chinese Essay Evaluation
Jingshen Zhang, Xiangyu Yang, Xinkai Su +3
This system report presents our approaches and results for the Chinese Essay Fluency Evaluation (CEFE) task at CCL-2024. For Track 1, we optimized predictions for challenging fine-…
cs.CL2024
Readability-guided Idiom-aware Sentence Simplification (RISS) for Chinese
Jingshen Zhang, Xinglu Chen, Xinying Qiu +2
Chinese sentence simplification faces challenges due to the lack of large-scale labeled parallel corpora and the prevalence of idioms. To address these challenges, we propose Reada…