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Found 2 papers, 1 papers with code
Bridging Information-Theoretic and Geometric Compression in Language Models
For a language model (LM) to faithfully model human language, it must compress vast, potentially infinite information into relatively few dimensions.
On the Correspondence between Compositionality and Imitation in Emergent Neural Communication
Compositionality is a hallmark of human language that not only enables linguistic generalization, but also potentially facilitates acquisition.
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