The document summarizes a presentation about GluonNLP, a deep learning toolkit for natural language processing (NLP) practitioners. GluonNLP provides high-level and low-level APIs for building efficient data pipelines, training state-of-the-art NLP models, and loading pre-trained word embeddings. The presentation demonstrated how to write a language model in a few lines of code using GluonNLP and showed examples of neural machine translation and transformer models implemented with the toolkit.