Search Results for author: Kaibo Liu

Found 8 papers, 3 papers with code

Degradation Modeling and Prognostic Analysis Under Unknown Failure Modes

1 code implementation29 Feb 2024 Ying Fu, Ye Kwon Huh, Kaibo Liu

Then, using these degradation trajectories, we develop a time series-based clustering method to identify the training units' failure modes.

Dimensionality Reduction

DevEval: Evaluating Code Generation in Practical Software Projects

no code implementations12 Jan 2024 Jia Li, Ge Li, YunFei Zhao, Yongmin Li, Zhi Jin, Hao Zhu, Huanyu Liu, Kaibo Liu, Lecheng Wang, Zheng Fang, Lanshen Wang, Jiazheng Ding, Xuanming Zhang, Yihong Dong, Yuqi Zhu, Bin Gu, Mengfei Yang

Compared to previous benchmarks, DevEval aligns to practical projects in multiple dimensions, e. g., real program distributions, sufficient dependencies, and enough-scale project contexts.

Code Generation

Fluent and Low-latency Simultaneous Speech-to-Speech Translation with Self-adaptive Training

no code implementations Findings of the Association for Computational Linguistics 2020 Renjie Zheng, Mingbo Ma, Baigong Zheng, Kaibo Liu, Jiahong Yuan, Kenneth Church, Liang Huang

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, with only a few seconds delay.

Sentence Speech-to-Speech Translation +1

Opportunistic Decoding with Timely Correction for Simultaneous Translation

no code implementations ACL 2020 Renjie Zheng, Mingbo Ma, Baigong Zheng, Kaibo Liu, Liang Huang

Simultaneous translation has many important application scenarios and attracts much attention from both academia and industry recently.

Translation

Simultaneous Translation Policies: From Fixed to Adaptive

no code implementations ACL 2020 Baigong Zheng, Kaibo Liu, Renjie Zheng, Mingbo Ma, Hairong Liu, Liang Huang

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 current context information.

Sentence Translation

Algorithm for Optimized mRNA Design Improves Stability and Immunogenicity

2 code implementations21 Apr 2020 He Zhang, Liang Zhang, Ang Lin, Congcong Xu, Ziyu Li, Kaibo Liu, Boxiang Liu, Xiaopin Ma, Fanfan Zhao, Weiguo Yao, Hangwen Li, David H. Mathews, Yujian Zhang, Liang Huang

Messenger RNA (mRNA) vaccines are being used for COVID-19, but still suffer from the critical issue of mRNA instability and degradation, which is a major obstacle in the storage, distribution, and efficacy of the vaccine.

Sentence

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