Xiaojun Bi

Chinese abstractive summarization based on pre-trained module assisted with noise co-attention

2023

The encoder-decoder framework underpins the majority of Chinese abstract generative models. Although the generated summaries are comparable to the source text, they invariably suffer from generating inaccurate or redundant words, which can result in imprecise …

Information Dropping Data Augmentation for Machine Translation Quality Estimation

2024 · IEEE/ACM Transactions on Audio Speech and Language Processing

Machine translation quality estimation (QE) refers to the quality assessment of machine translations without a given reference translation. Supervised QE models based on neural networks have achieved state-of-the-art results. But this method requires large-scale training …