conftrace_

emergent capability

6 papers

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Co-occurring keywords · papers mentioning both

learning dynamics (2) generative model (2) emergent behavior (1) out-of-distribution generation (1) large language model (1) concept composition (1) latent intervention (1) percolation model (1) data contamination (1) token probability (1)

Papers

A Percolation Model of Emergence: Analyzing Transformers Trained on a Formal Language ICLR 2025 Training on the Test Task Confounds Evaluation and Emergence ICLR 2025 Emergence of Hidden Capabilities: Exploring Learning Dynamics in Concept Space NeurIPS 2024 Exploring and Mitigating Shortcut Learning for Generative Large Language Models COLING 2024 Compositional Abilities Emerge Multiplicatively: Exploring Diffusion Models on a Synthetic Task NeurIPS 2023 Self-Consistency of Large Language Models under Ambiguity EMNLP 2023