Jon-Paul Cacioli

Academic · 1 min

Exemplar Retrieval Without Overhypothesis Induction: Limits of Distributional Sequence Learning in Early Word Learning

arXiv:2604.05243v1 Announce Type: new Abstract: Background: Children do not simply learn that balls are round and blocks are square. They learn that shape is the …

Jon-Paul Cacioli

3 views Apr 8

Academic · 1 min

Weber's Law in Transformer Magnitude Representations: Efficient Coding, Representational Geometry, and Psychophysical Laws in Language …

arXiv:2603.20642v1 Announce Type: new Abstract: How do transformer language models represent magnitude? Recent work disagrees: some find logarithmic spacing, others linear encoding, others per-digit circular …

Jon-Paul Cacioli

7 views Mar 24

Academic · 1 min

Repetition Without Exclusivity: Scale Sensitivity of Referential Mechanisms in Child-Scale Language Models

arXiv:2603.13696v1 Announce Type: new Abstract: We present the first systematic evaluation of mutual exclusivity (ME) -- the bias to map novel words to novel referents …

Jon-Paul Cacioli

9 views Mar 17

Articles by Jon-Paul Cacioli

Exemplar Retrieval Without Overhypothesis Induction: Limits of Distributional Sequence Learning in Early Word Learning

Weber's Law in Transformer Magnitude Representations: Efficient Coding, Representational Geometry, and Psychophysical Laws in Language …

Repetition Without Exclusivity: Scale Sensitivity of Referential Mechanisms in Child-Scale Language Models

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