Refining Language Models with Compositional Explanations

1 code implementation • NeurIPS 2021 • Huihan Yao, Ying Chen, Qinyuan Ye, Xisen Jin, Xiang Ren

However, such a regularization technique lacks flexibility and coverage, since only importance scores towards a pre-defined list of features are adjusted, while more complex human knowledge such as feature interaction and pattern generalization can hardly be incorporated.

Fairness Language Modelling +2

An Empirical Study on Deployment Faults of Deep Learning Based Mobile Applications

1 code implementation • 13 Jan 2021 • Zhenpeng Chen, Huihan Yao, Yiling Lou, Yanbin Cao, Yuanqiang Liu, Haoyu Wang, Xuanzhe Liu

In contrast, faults related to the deployment of DL models on mobile devices (named as deployment faults of mobile DL apps) have not been well studied.