emergent ability

Predicting Emergent Tool Use in LLMs Before It Emerges: A Proxy Perspective AAAI 2026 Emergent Abilities of Large Language Models under Continued Pre-training for Language Adaptation ACL 2025 Neuron-based Multifractal Analysis of Neuron Interaction Dynamics in Large Models ICLR 2025 U-shaped and Inverted-U Scaling behind Emergent Abilities of Large Language Models ICLR 2025 Are Emergent Abilities in Large Language Models just In-Context Learning? ACL 2024 Development of Cognitive Intelligence in Pre-trained Language Models EMNLP 2024 Do Emergent Abilities Exist in Quantized Large Language Models: An Empirical Study COLING 2024 Emergent Abilities in Reduced-Scale Generative Language Models NAACL 2024 In-Context Learning Dynamics with Random Binary Sequences ICLR 2024 Beyond Positive Scaling: How Negation Impacts Scaling Trends of Language Models ACL 2023 Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them ACL 2023 Emergent Inabilities? Inverse Scaling Over the Course of Pretraining EMNLP 2023 Transcending Scaling Laws with 0.1% Extra Compute EMNLP 2023