Natural Language Processing

Generating Text Summaries Using GPT-2 on PyTorch with Minimal Training

In this article I will discuss an efficient abstractive text summarization approach using GPT-2 on PyTorch with the CNN/Daily Mail dataset.

Tutorial

Neural Machine Translation with TensorFlow

If you are a fan of Google translate or some other translation service, do you ever wonder how these programs are able to make spot-on translations from one language to

Deep Learning

6 Interesting Deep Learning Applications for NLP

Read on to discover deep learning methods are being applied in the field of natural language processing, achieving state-of-the-art results for most language problems.

NLP

Fake Bananas: Detecting Fake News at HackMIT on Paperspace

Fake Bananas - check your facts before you slip on 'em. Check out our Github repo here! This year at HackMIT 2017 our team, Fake Bananas, leveraged Paperspace's server infrastructure

Generative Models

Recurrent Language Models with RNNs

Building an intuition There is a vast amount of data which is inherently sequential, such as speech, time series (weather, financial, etc.), sensor data, video, and text, just to mention some. Recurrent Neural Networks (RNNs) are a family of neural networks designed specifically for