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Juae Kim

2 accepted papers

2024

Contrastive Learning as a Polarizer: Mitigating Gender Bias by Fair and Biased sentences

NAACL 2024findings

Recently, language models have accelerated the improvement in natural language processing. However, recent studies have highlighted a significant issue: social biases inherent in training data can lead models to learn and propagate these biases. In this study, we propose a contrastive learning metho…

2021

Commonsense Knowledge Augmentation for Low-Resource Languages via Adversarial Learning

AAAI 2021technical

Commonsense reasoning is one of the ultimate goals of artificial intelligence research because it simulates the human thinking process. However, most commonsense reasoning studies have focused on English because available commonsense knowledge for low-resource languages is scarce due to high constru…

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