BeyondScaling

Colin Raffel: talks

A few possibly controversial opinions about large language models at Carnegie Mellon University Language Technologies Topical Seminar, 2021.

The Sweet Lesson at SustaiNLP Workshop, 2021.

What do language models learn from language modeling? at Stanford University CS 330 Lecture, 2021.

How and why should(n't) we scale machine learning? at IBM AI Hardware Forum Keynote, 2021.

A better way to get language models to do what you ask at AKBC 2021 Unstructured and Structured Knowledge Bases Workshop and Cohere.ai, 2021.

Scaling up Models and Data at CIFAR Deep Learning and Reinforcement Learning Summer School, Nepal Winter School in AI, and Advanced Language Processing Winter School, 2021.