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Technical Manual for a Toolkit for Measuring Contextual Individuation in Transformer Language Models

Marques, José Luciano Verçosa et al.
arXiv (All) · Papers
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62h3068t0768t50artificial-intelligencecomputation-and-languagei-2-6i-2-7
A transformer language model assigns a single, context-independent vector to a word type at its embedding layer, yet is widely believed to individuate that word's occurrences by context in its later layers. Testing this belief cleanly requires a construct that holds the word form fixed while its con
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