Yijin Liu

LCS: A Language Converter Strategy for Zero-Shot Neural Machine Translation

2024 · arXiv (Cornell University)

Multilingual neural machine translation models generally distinguish translation directions by the language tag (LT) in front of the source or target sentences. However, current LT strategies cannot indicate the desired target language as expected on …

GCDT: A Global Context Enhanced Deep Transition Architecture for Sequence Labeling

2019

Current state-of-the-art systems for the sequence labeling tasks are typically based on the family of Recurrent Neural Networks (RNNs). However, the shallow connections between consecutive hidden states of RNNs and insufficient modeling of global information …