FinBERT: A Pretrained Language Model for Financial Communications

1 code implementation • 15 Jun 2020 • Yi Yang, Mark Christopher Siy UY, Allen Huang

Contextual pretrained language models, such as BERT (Devlin et al., 2019), have made significant breakthrough in various NLP tasks by training on large scale of unlabeled text re-sources. Financial sector also accumulates large amount of financial communication text. However, there is no pretrained finance specific language models available.

Language Modelling Sentiment Analysis +1

Deep Learning for Music

2 code implementations • 15 Jun 2016 • Allen Huang, Raymond Wu

Our goal is to be able to build a generative model from a deep neural network architecture to try to create music that has both harmony and melody and is passable as music composed by humans.

Density Estimation Music Generation +3

Constitutional Precedent of Amicus Briefs

1 code implementation • 15 Jun 2016 • Allen Huang, Lars Roemheld

We investigate shared language between U. S. Supreme Court majority opinions and interest groups' corresponding amicus briefs.