Parul Awasthy

Cascaded Models for Better Fine-Grained Named Entity Recognition

2020 · arXiv (Cornell University)

Named Entity Recognition (NER) is an essential precursor task for many natural language applications, such as relation extraction or event extraction. Much of the NER research has been done on datasets with few classes of …

Predictive Model Selection for Transfer Learning in Sequence Labeling Tasks

2020

Transfer learning is a popular technique to learn a task using less training data and fewer compute resources. However, selecting the correct source model for transfer learning is a challenging task. We demonstrate a novel …