Huadong Chen — accepted AI-conference papers

2024

Multilingual Generation in Abstractive Summarization: A Comparative Study

Jinpeng Li, Jiaze Chen, Huadong Chen, Dongyan Zhao, Rui Yan

COLING 2024main

The emergence of pre-trained models marks a significant juncture for the multilingual generation, offering unprecedented capabilities to comprehend and produce text across multiple languages. These models display commendable efficiency in high-resource languages. However, their performance notably f…

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2022

Enhancing Cross-lingual Transfer by Manifold Mixup

Huiyun Yang, Huadong Chen, Hao Zhou, Lei Li

ICLR 2022poster

Based on large-scale pre-trained multilingual representations, recent cross-lingual transfer methods have achieved impressive transfer performances. However, the performance of target languages still lags far behind the source language. In this paper, our analyses indicate such a performance gap is…

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