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ALP论文前沿信息_alpers综合征论文(2024年12月实时热点)

内容来源：合毅科技所属栏目：教程更新日期：2024-12-02

ALP论文

𐟓š 文本分类新论文速览 | 第一天 𐟓… (2022 AAAI) Contrast-Enhanced Semi-Supervised Text Classification with Few Labels：这篇论文利用对比学习来解决低资源场景下的文本分类问题。 𐟓… (2022 AAAI) Active Sampling for Text Classification with Subinstance Level Queries：关注低资源问题，通过主动学习的方法减少标注量。 𐟓… (2022 AAAI) Improved Text Classification via Contrastive Adversarial Training：结合对比学习和对抗学习，用对抗生成的样本来进行对比学习。 𐟓… (2022 AAAI) Unifying Model Explainability and Robustness for Joint Text Classification and Rationale Extraction：关注可解释性和鲁棒性问题，联合训练文本分类和rationale抽取。 𐟓… (2022 AAAI) KATG: Keyword-Bias-Aware Adversarial Text Generation for Text Classification：关注AI安全、模型鲁棒性和对抗防御，通过类似GAN的方法生成对抗样本。 𐟓… (2022 AAAI) ALP: Data Augmentation Using Lexicalized PCFGs for Few-Shot Text Classification：关注小样本学习场景，用文法分析树实现数据增强。 𐟓… (2022 AAAI) ContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification：结合对比学习和小样本学习。这些论文涵盖了文本分类的多个方面，从数据增强到模型鲁棒性，提供了丰富的研究视角。

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