Search Results for author: Jiacheng Pan

Found 2 papers, 0 papers with code

Improving Dialogue Breakdown Detection with Semi-Supervised Learning

no code implementations30 Oct 2020 Nathan Ng, Marzyeh Ghassemi, Narendran Thangarajan, Jiacheng Pan, Qi Guo

In ablations on DBDC4 data from 2019, our semi-supervised learning methods improve the performance of a baseline BERT model by 2\% accuracy.

Data Augmentation

Lane Attention: Predicting Vehicles' Moving Trajectories by Learning Their Attention over Lanes

no code implementations29 Sep 2019 Jiacheng Pan, Hongyi Sun, Kecheng Xu, Yifei Jiang, Xiangquan Xiao, Jiangtao Hu, Jinghao Miao

The practicability and interpretability analysis of the model shows great potential for large-scale deployment in various autonomous driving systems in addition to our own.

Autonomous Driving

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