1 citations · 1 across the 9 of their papers we have counts for
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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…
COLA-GEC: A Bidirectional Framework for Enhancing Grammatical Acceptability and Error Correction
Xiangyu Yang, Xinying Qiu
Grammatical Error Correction (GEC) and grammatical acceptability judgment (COLA) are core tasks in natural language processing, sharing foundational grammatical knowledge yet typic…
Cross-Domain Transfer and Few-Shot Learning for Personal Identifiable Information Recognition
Junhong Ye, Xu Yuan, Xinying Qiu
Accurate recognition of personally identifiable information (PII) is central to automated text anonymization. This paper investigates the effectiveness of cross-domain model transf…
Label Confidence Weighted Learning for Target-level Sentence Simplification
Xinying Qiu, Jingshen Zhang
Multi-level sentence simplification generates simplified sentences with varying language proficiency levels. We propose Label Confidence Weighted Learning (LCWL), a novel approach…
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-…
Cross-Lingual Word Alignment for ASEAN Languages with Contrastive Learning
Jingshen Zhang, Xinying Qiu, Teng Shen +3
Cross-lingual word alignment plays a crucial role in various natural language processing tasks, particularly for low-resource languages. Recent study proposes a BiLSTM-based encode…
Comparing Feature-based and Context-aware Approaches to PII Generalization Level Prediction
Kailin Zhang, Xinying Qiu
Protecting Personal Identifiable Information (PII) in text data is crucial for privacy, but current PII generalization methods face challenges such as uneven data distributions and…
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…
Controlling Cloze-test Question Item Difficulty with PLM-based Surrogate Models for IRT Assessment
Jingshen Zhang, Jiajun Xie, Xinying Qiu
Item difficulty plays a crucial role in adaptive testing. However, few works have focused on generating questions of varying difficulty levels, especially for multiple-choice (MC)…