Chuan Li, PhD reviews GPT-3, the new NLP model from OpenAI. This paper empirically shows that language model performance scales as a power-law with model size, datataset size, and the amount of computation.
Chuan Li, PhD reviews GPT-3, the new NLP model from OpenAI. This paper empirically shows that language model performance scales as a power-law with model size, datataset size, and the ...
Just two years ago, text generation models were so unreliable that you needed to generate hundreds of samples in hopes of finding even one plausible sentence. Nowadays, OpenAI’s pre-trained ...
Introducing a new dedicated series to highlight the latest interesting natural language processing (NLP) research.
To enable our model to generalize to new classification tasks, we provide the model with a multiple choice question description containing each class in natural language, and train it to ...
We train an 8.3 billion parameter transformer language model with 8-way model parallelism and 64-way data parallelism on 512 GPUs, making it the largest transformer based language model ...
Discussions: Hacker News (64 points, 3 comments), Reddit r/MachineLearning (219 points, 18 comments) This year, we saw a dazzling application of machine learning. The OpenAI ...
As we say goodbye to one year and look forward to another, KDnuggets has once again solicited opinions from numerous research & technology experts as to the most important developments of ...
Language Models are Unsupervised Multitask Learners Alec Radford * 1 Jeffrey Wu * 1 Rewon Child 1 David Luan 1 Dario Amodei ** 1 Ilya Sutskever ** 1 Abstract Natural language processing ...
Version 2.1 of the spaCy Natural Language Processing library features a huge number of features, improvements and bug fixes. In this post, we highlight some of the features we're especially ...
We’ve trained a large-scale unsupervised language model which generates coherent paragraphs of text, achieves state-of-the-art performance on many language modeling benchmarks, and performs ...
At NIPS 2016, there was an unprecedented story building up. Something that got every AI enthusiast agog about an unknown AI startup ‘Rocket AI’. The names asso…
Deep Learning has changed the entire landscape over the past few years and its results are steadily improving. This article presents some of the main advances and accomplishments in Deep ...
In the inaugural TWiML Live, Sam Charrington is joined by Amanda Askell (OpenAI), Anima Anandkumar (NVIDIA/CalTech), Miles Bundage (OpenAI), Robert Munro (Li...