NEURIPS 2025 "training dynamics analysis" Papers

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Closed-Form Training Dynamics Reveal Learned Features and Linear Structure in Word2Vec-like Models

Dhruva Karkada, James Simon, Yasaman Bahri et al.

NEURIPS 2025posterarXiv:2502.09863

EvoLM: In Search of Lost Language Model Training Dynamics

Zhenting Qi, Fan Nie, Alexandre Alahi et al.

NEURIPS 2025oralarXiv:2506.16029
3
citations

From Condensation to Rank Collapse: A Two-Stage Analysis of Transformer Training Dynamics

Zheng-An Chen, Tao Luo

NEURIPS 2025oralarXiv:2510.06954
1
citations

Language Model Behavioral Phases are Consistent Across Architecture, Training Data, and Scale

James Michaelov, Roger Levy, Benjamin Bergen

NEURIPS 2025oralarXiv:2510.24963

Less is More: Local Intrinsic Dimensions of Contextual Language Models

Benjamin Matthias Ruppik, Julius von Rohrscheidt, Carel van Niekerk et al.

NEURIPS 2025posterarXiv:2506.01034

Quantitative convergence of trained neural networks to Gaussian processes

Andrea Agazzi, Eloy Mosig García, Dario Trevisan

NEURIPS 2025poster