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emergent abilities

5 papers

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Co-occurring keywords

large language model (13587) emergent ability (10) scaling law (120) few-shot learning (3398) inverse scaling (15) task competition (1) continued training (10) model memory (2) ability evaluation (1) pre-training loss (3)

Papers

Understanding Inverse Scaling and Emergence in Multitask Representation Learning AISTATS 2024
Are Emergent Abilities in Large Language Models just In-Context Learning? ACL 2024
Understanding Emergent Abilities of Language Models from the Loss Perspective NIPS 2024
Transcending Scaling Laws with 0.1% Extra Compute EMNLP 2023
Are Emergent Abilities of Large Language Models a Mirage? NIPS 2023