36 citations · 93 across the 8 of their papers we have counts for
8 papers
Synchronous Speech Recognition and Speech-to-Text Translation with Interactive Decoding
Yuchen Liu, Jiajun Zhang, Hao Xiong +5
Speech-to-text translation (ST), which translates source language speech into target language text, has attracted intensive attention in recent years. Compared to the traditional p…
Multi-agent Learning for Neural Machine Translation
Tianchi Bi, Hao Xiong, Zhongjun He +2
Conventional Neural Machine Translation (NMT) models benefit from the training with an additional agent, e.g., dual learning, and bidirectional decoding with one agent decoding fro…
DuTongChuan: Context-aware Translation Model for Simultaneous Interpreting
Hao Xiong, Ruiqing Zhang, Chuanqiang Zhang +3
In this paper, we present DuTongChuan, a novel context-aware translation model for simultaneous interpreting. This model allows to constantly read streaming text from the Automatic…
End-to-End Speech Translation with Knowledge Distillation
Yuchen Liu, Hao Xiong, Zhongjun He +4
End-to-end speech translation (ST), which directly translates from source language speech into target language text, has attracted intensive attentions in recent years. Compared to…
Modeling Coherence for Discourse Neural Machine Translation
Hao Xiong, Zhongjun He, Hua Wu +1
Discourse coherence plays an important role in the translation of one text. However, the previous reported models most focus on improving performance over individual sentence while…
STACL: Simultaneous Translation with Implicit Anticipation and Controllable Latency using Prefix-to-Prefix Framework
Mingbo Ma, Liang Huang, Hao Xiong +9
Simultaneous translation, which translates sentences before they are finished, is useful in many scenarios but is notoriously difficult due to word-order differences. While the con…
Robust Neural Machine Translation with Joint Textual and Phonetic Embedding
Hairong Liu, Mingbo Ma, Liang Huang +2
Neural machine translation (NMT) is notoriously sensitive to noises, but noises are almost inevitable in practice. One special kind of noise is the homophone noise, where words are…
Multi-channel Encoder for Neural Machine Translation
Hao Xiong, Zhongjun He, Xiaoguang Hu +1
Attention-based Encoder-Decoder has the effective architecture for neural machine translation (NMT), which typically relies on recurrent neural networks (RNN) to build the blocks t…