14 citations · 50 across the 22 of their papers we have counts for
7 papers · 1 filter
Context-aware Stand-alone Neural Spelling Correction
Xiangci Li, Hairong Liu, Liang Huang
Existing natural language processing systems are vulnerable to noisy inputs resulting from misspellings. On the contrary, humans can easily infer the corresponding correct words fr…
Fluent and Low-latency Simultaneous Speech-to-Speech Translation with Self-adaptive Training
Renjie Zheng, Mingbo Ma, Baigong Zheng +4
Simultaneous speech-to-speech translation is widely useful but extremely challenging, since it needs to generate target-language speech concurrently with the source-language speech…
MAM: Masked Acoustic Modeling for End-to-End Speech-to-Text Translation
Junkun Chen, Mingbo Ma, Renjie Zheng +1
End-to-end Speech-to-text Translation (E2E-ST), which directly translates source language speech to target language text, is widely useful in practice, but traditional cascaded app…
Improving Simultaneous Translation by Incorporating Pseudo-References with Fewer Reorderings
Junkun Chen, Renjie Zheng, Atsuhito Kita +2
Simultaneous translation is vastly different from full-sentence translation, in the sense that it starts translation before the source sentence ends, with only a few words delay. H…
NEJM-enzh: A Parallel Corpus for English-Chinese Translation in the Biomedical Domain
Boxiang Liu, Liang Huang
Machine translation requires large amounts of parallel text. While such datasets are abundant in domains such as newswire, they are less accessible in the biomedical domain. Chines…
Opportunistic Decoding with Timely Correction for Simultaneous Translation
Renjie Zheng, Mingbo Ma, Baigong Zheng +2
Simultaneous translation has many important application scenarios and attracts much attention from both academia and industry recently. Most existing frameworks, however, have diff…
Simultaneous Translation Policies: From Fixed to Adaptive
Baigong Zheng, Kaibo Liu, Renjie Zheng +3
Adaptive policies are better than fixed policies for simultaneous translation, since they can flexibly balance the tradeoff between translation quality and latency based on the cur…