Specialized Neurons In Language AI Handle Relationships
Large language models have specialized neurons that handle specific relationships, not just individual entities. These 'relation experts' work across languages & exhibit unique properties like cumulative effects & interference patterns.
This is a Plain English Papers summary of a research paper called Specialized Neurons in Language AI Act as Relationship Experts, Scientists Find. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. Overview Research explores dedicated neurons in large language models that handle specific relationships Study focused on Llama-2 model family Discovered neurons that process relationships independent of specific entities Found three key properties: cumulative effects, versatility across relations, and interference patterns Demonstrated that some rel...