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[R] Meaning without reference in large language models - Deepmind 2022 - Meaning comes from the way concepts relate to each other and LLM likely do that too.
Aug. 10, 2022, 8:44 p.m. | /u/Singularian2501
Machine Learning www.reddit.com
Abstract:
>The widespread success of large language models (LLMs) has been met with skepticism that they possess anything like human concepts or meanings. Contrary to claims that LLMs possess no meaning whatsoever, **we argue that they likely capture important aspects of meaning**, **and moreover work in a way that approximates a compelling account of human cognition in which meaning arises from conceptual role. Because conceptual role is defined by the relationships between internal representational states, meaning cannot be …
deepmind language language models large language models llm machinelearning meaning reference
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