Kuangrong Hao

Sampled Training and Node Inheritance for Fast Evolutionary Neural Architecture Search

2020 · arXiv (Cornell University)

The performance of a deep neural network is heavily dependent on its architecture and various neural architecture search strategies have been developed for automated network architecture design. Recently, evolutionary neural architecture search (ENAS) has received …

Hybrid Attention-Based Transformer Block Model for Distant Supervision Relation Extraction

2020 · arXiv (Cornell University)

With an exponential explosive growth of various digital text information, it is challenging to efficiently obtain specific knowledge from massive unstructured text information. As one basic task for natural language processing (NLP), relation extraction aims …