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Papers
Crosscoding Through Time: Tracking Emergence & Consolidation Of Linguistic Representations Throughout LLM Pretraining
ACL 2026
Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task Learning
ICLR 2025
Language Models “Grok” to Copy
NAACL 2025
Language Models Grow Less Humanlike beyond Phase Transition
ACL 2025
MosaicDiff: Training-free Structural Pruning for Diffusion Model Acceleration Reflecting Pretraining Dynamics
ICCV 2025
Temporal Scaling Law for Large Language Models
EMNLP 2025
How Do Large Language Models Acquire Factual Knowledge During Pretraining?
NeurIPS 2024
Towards Tracing Trustworthiness Dynamics: Revisiting Pre-training Period of Large Language Models
ACL 2024
Analyzing the Mono- and Cross-Lingual Pretraining Dynamics of Multilingual Language Models
EMNLP 2022
Probing Across Time: What Does RoBERTa Know and When?
EMNLP 2021
Pretrained Language Model Embryology: The Birth of ALBERT
EMNLP 2020