no code implementations • 26 Apr 2022 • Junwei Liao, Duyu Tang, Fan Zhang, Shuming Shi
We present SkillNet-NLG, a sparsely activated approach that handles many natural language generation tasks with one model.
no code implementations • 24 Feb 2022 • Zhangyin Feng, Duyu Tang, Cong Zhou, Junwei Liao, Shuangzhi Wu, Xiaocheng Feng, Bing Qin, Yunbo Cao, Shuming Shi
(2) how to predict a word via cloze test without knowing the number of wordpieces in advance?
no code implementations • 22 Feb 2021 • Junwei Liao, Yu Shi, Ming Gong, Linjun Shou, Sefik Eskimez, Liyang Lu, Hong Qu, Michael Zeng
Many downstream tasks and human readers rely on the output of the ASR system; therefore, errors introduced by the speaker and ASR system alike will be propagated to the next task in the pipeline.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +3
no code implementations • 12 Feb 2021 • Junwei Liao, Yu Shi, Ming Gong, Linjun Shou, Hong Qu, Michael Zeng
However, the performance of using multiple encoders and decoders on zero-shot translation still lags behind universal NMT.
no code implementations • 9 Apr 2020 • Junwei Liao, Sefik Emre Eskimez, Liyang Lu, Yu Shi, Ming Gong, Linjun Shou, Hong Qu, Michael Zeng
In this work, we propose a novel NLP task called ASR post-processing for readability (APR) that aims to transform the noisy ASR output into a readable text for humans and downstream tasks while maintaining the semantic meaning of the speaker.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +2