ASSET Seminar: Thinking fast with Transformers – Algorithmic Reasoning via Shortcuts (Surbhi Goel, University of Pennsylvania)
Levine 307 3330 Walnut Street, Philadelphia, PA, United StatesPRESENTATION ABSTRACT: In this new era of deep learning, the emergent algorithmic reasoning capabilities of Transformer models have led to significant advancements in natural language processing, program synthesis, and theorem proving. Despite their widespread success, the underlying reasons for their efficacy and the nature of their internal representations remain elusive. In this talk, we take […]