Explore the future of language model improvements in this 22-minute video by Jay Alammar. Delve into the "Experience Grounds Language" paper, which outlines five "World Scopes" for enhancing language learning beyond text-based training. Learn about multimodality, embodiment, action, and social aspects in language model development. Discover how these world scopes interconnect and consider thought-provoking experiments in the field. Gain insights into potential advancements in AI language understanding and generation through this comprehensive overview of cutting-edge research.
Experience Grounds Language: Improving Language Models Beyond the World of Text
Jay Alammar via YouTube
Overview
Syllabus
Introduction
Experience Grounds Language
World Scopes
World Scope 1 and 2
World Scope 3 - Multimodality
World Scope 4 - Embodiment and Action
World Scope 5 - The Social World
Reading Excerpts from the paper
World scopes encompass each other
Interesting thought experiments
Conclusion
Taught by
Jay Alammar
