Deep Learning NLP Datasets: How good is your deep learning model? With the rapid advance in NLP models we have outpaced out ability to measure just how good they are at human level language tasks. We need better NLP datasets now more than ever to both evaluate how good these models are and to be able to tweak them for out own business domains.
NLP Tokenizers: How machines read We will cover often-overlooked concepts vital to NLP, such as Byte Pair Encoding, and discuss how understanding them leads to better models.
Deep Learning When Not to Choose the Best NLP Model The world of NLP already contains an assortment of pre-trained models and techniques. This article discusses how to best discern which model will work for your goals.
