Yuxing Peng

Corporation Architecture for Multiple Cloud Service Providers in JointCloud Computing

2017

Nowadays, cloud computing is hard to effectively sustain the implementation of the commercial model of Internet Service globalization. There is a growing trend to build an environment of cloud service, with the capacity to serve …

Read + Verify: Machine Reading Comprehension with Unanswerable Questions

2018 · arXiv (Cornell University)

Machine reading comprehension with unanswerable questions aims to abstain from answering when no answer can be inferred. In addition to extract answers, previous works usually predict an additional "no-answer" probability to detect unanswerable cases. However, …

Attention-Guided Answer Distillation for Machine Reading Comprehension

2018

Despite that current reading comprehension systems have achieved significant advancements, their promising performances are often obtained at the cost of making an ensemble of numerous models. Besides, existing approaches are also vulnerable to adversarial attacks. …

Read + Verify: Machine Reading Comprehension with Unanswerable Questions

2019 · Proceedings of the AAAI Conference on Artificial Intelligence

Machine reading comprehension with unanswerable questions aims to abstain from answering when no answer can be inferred. In addition to extract answers, previous works usually predict an additional “no-answer” probability to detect unanswerable cases. However, …