17 citations · 21 across the 5 of their papers we have counts for
5 papers
Teacher Forcing Recovers Reward Functions for Text Generation
Yongchang Hao, Yuxin Liu, Lili Mou
Reinforcement learning (RL) has been widely used in text generation to alleviate the exposure bias issue or to utilize non-parallel datasets. The reward function plays an important…
Vronicle: A System for Producing Videos with Verifiable Provenance
Yuxin, Liu, Yoshimichi Nakatsuka +3
Demonstrating the veracity of videos is a longstanding problem that has recently become more urgent and acute. It is extremely hard to accurately detect manipulated videos using co…
An empirical evaluation of the usefulness of Tree Kernels for Commit-time Defect Detection in large software systems
Hareem Sahar, Yuxin Liu, Abram Hindle +1
Defect detection at commit check-in time prevents the introduction of defects into software systems. Current defect detection approaches rely on metric-based models which are not v…
Large Scale Visual Food Recognition
Weiqing Min, Zhiling Wang, Yuxin Liu +5
Food recognition plays an important role in food choice and intake, which is essential to the health and well-being of humans. It is thus of importance to the computer vision commu…
Cue-word Driven Neural Response Generation with a Shrinking Vocabulary
Qiansheng Wang, Yuxin Liu, Chengguo Lv +2
Open-domain response generation is the task of generating sensible and informative re-sponses to the source sentence. However, neural models tend to generate safe and mean-ingless…