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Titlebook: Natural Language Processing and Chinese Computing; 13th National CCF Co Derek F. Wong,Zhongyu Wei,Muyun Yang Conference proceedings 2025 Th

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SACL: Sequential Augmentation with Curriculum Learning in Dataset Level and resources. To validate our method, we conduct experiments on the MET-MEME dataset for a multimodal emotion classification task and deeply analyze the impact of curriculum learning on the training results. The results prove the effectiveness of our method.
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Classifiers Guided Controllable Text Generation for Discrete Diffusion Language Modelsained controllable tasks demonstrate the effectiveness of the proposed algorithms, achieving success rates up to 99% on certain tasks. Furthermore, the inherent multi-modality problem in discrete diffusion models is mitigated by framing multi-modality suppression as a controllable generation task. T
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AugMixSpeech: A Data Augmentation Method and Consistency Regularization for Mandarin Automatic Speec intrinsic features of the data. Extensive experiments on the validation and test of Aishell-1 achieve recognition accuracy of 4.23% and 4.79%, which outperforms existing approaches and demonstrates its effectiveness in automatic speech recognition.
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