conftrace_

emergent capability

4 papers

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Co-occurring keywords

generative model (2892) emergent behavior (10) out-of-distribution generation (3) concept composition (11) latent intervention (4) token probability (25) hidden capability (2) spurious correlation (279) foundation model (735) learning dynamics (75)

Papers

Emergence of Hidden Capabilities: Exploring Learning Dynamics in Concept Space NIPS 2024
Exploring and Mitigating Shortcut Learning for Generative Large Language Models COLING 2024
Self-Consistency of Large Language Models under Ambiguity EMNLP 2023
Compositional Abilities Emerge Multiplicatively: Exploring Diffusion Models on a Synthetic Task NIPS 2023