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Anchor function: a type of benchmark functions for studying language models
However, language model research faces significant challenges, especially for academic research groups with constrained resources.
Understanding the Initial Condensation of Convolutional Neural Networks
Previous research has shown that fully-connected networks with small initialization and gradient-based training methods exhibit a phenomenon known as condensation during training.
Phase Diagram of Initial Condensation for Two-layer Neural Networks
The phenomenon of distinct behaviors exhibited by neural networks under varying scales of initialization remains an enigma in deep learning research.
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