Xiaoyan Wang

Applying Bayesian hyperparameter optimization towards accurate and efficient topic modeling in clinical notes

2021

The increased adoption of electronic health record systems has led to boons for downstream analyses within the clinical domain. The identification of relevant patient data for focal analyses remains a key challenge. In this study, …

Improving Natural Language Inference Using External Knowledge in the Science Questions Domain

2019 · Proceedings of the AAAI Conference on Artificial Intelligence

Natural Language Inference (NLI) is fundamental to many Natural Language Processing (NLP) applications including semantic search and question answering. The NLI problem has gained significant attention due to the release of large scale, challenging datasets. …