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cs.CL2019★ 18 cited
An End-to-End Dialogue State Tracking System with Machine Reading Comprehension and Wide & Deep Classification
Yue Ma, Zengfeng Zeng, Dawei Zhu +5
This paper describes our approach in DSTC 8 Track 4: Schema-Guided Dialogue State Tracking. The goal of this task is to predict the intents and slots in each user turn to complete…
cs.CL2019
How to Pre-Train Your Model? Comparison of Different Pre-Training Models for Biomedical Question Answering
Sanjay Kamath, Brigitte Grau, Yue Ma
Using deep learning models on small scale datasets would result in overfitting. To overcome this problem, the process of pre-training a model and fine-tuning it to the small scale…