Symbols and Grounding in Large Language Models

Name: Symbols and Grounding in Large Language Models
Uploaded: 2024-06-14T17:39:52.000Z
Duration: 1 h 31 min 59 s
Channel: Ellie Pavlick
Description: Ellie Pavlick explores the internal representations and mechanisms of LLMs, focusing on their capacity for abstract, compositional, and content-independent…

Ellie Pavlick

Brown University·Ellie Pavlick

1:31:59

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Symbols and Grounding in Large Language Models

Ellie Pavlick Brown University

1:31:59·2024·graduate·Research Seminar

Ellie Pavlick explores the internal representations and mechanisms of LLMs, focusing on their capacity for abstract, compositional, and content-independent operations crucial for advanced cognition.

ISC Summer School on Large Language Models: Science and Stakes, June 3-14, 2024

MaterialsPaper (arXiv)Paper (arXiv)Paper (arXiv)

AI & ML Engineering Language Models & NLP Complex Systems & Scaling Large Language Models (LLMs)Scaling Laws, Emergence & Networks Robot Dynamics & Aerospace Control Natural Language Processing

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Ellie Pavlick

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Assistant Professor of Computer Science

Ellie Pavlick is an Assistant Professor of Computer Science at Brown University, specializing in natural language processing and the interpretability of large language models.

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