Chirality emerges in SMILES translation models through an abrupt encoder-centered reorganization of representations after a long plateau, identified via checkpoint analysis and ablation.
Zclip: Adaptive spike mitigation for llm pre-training
2 Pith papers cite this work. Polarity classification is still indexing.
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cs.LG 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
A Transformer-based self-prior in active inference enables a simulated agent to spontaneously recognize and remove a mark on its face in a mirror by detecting discrepancies in learned visual-proprioceptive experiences.
citing papers explorer
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From Syntax to Semantics: Unveiling the Emergence of Chirality in SMILES Translation Models
Chirality emerges in SMILES translation models through an abrupt encoder-centered reorganization of representations after a long plateau, identified via checkpoint analysis and ablation.
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Active Inference with a Self-Prior in the Mirror-Mark Task
A Transformer-based self-prior in active inference enables a simulated agent to spontaneously recognize and remove a mark on its face in a mirror by detecting discrepancies in learned visual-proprioceptive experiences.