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Trinh Pham

2 accepted papers

2024

LAMPAT: Low-Rank Adaption for Multilingual Paraphrasing Using Adversarial Training

AAAI 2024technical

Paraphrases are texts that convey the same meaning while using different words or sentence structures. It can be used as an automatic data augmentation tool for many Natural Language Processing tasks, especially when dealing with low-resource languages, where data shortage is a significant problem.…

2024

UniBridge: A Unified Approach to Cross-Lingual Transfer Learning for Low-Resource Languages

ACL 2024long

In this paper, we introduce UniBridge (Cross-Lingual Transfer Learning with Optimized Embeddings and Vocabulary), a comprehensive approach developed to improve the effectiveness of Cross-Lingual Transfer Learning, particularly in languages with limited resources. Our approach tackles two essential e…

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