67 citations · 217 across the 55 of their papers we have counts for
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cs.LG2023★ 3 cited
Neuron to Graph: Interpreting Language Model Neurons at Scale
Alex Foote, Neel Nanda, Esben Kran +3
Advances in Large Language Models (LLMs) have led to remarkable capabilities, yet their inner mechanisms remain largely unknown. To understand these models, we need to unravel the…
cs.LG2020
Nonparametric Learning of Two-Layer ReLU Residual Units
Zhunxuan Wang, Linyun He, Chunchuan Lyu +1
We describe an algorithm that learns two-layer residual units using rectified linear unit (ReLU) activation: suppose the input is from a distribution with support spac…
cs.LG2015
Low-Rank Approximation of Weighted Tree Automata
Guillaume Rabusseau, Borja Balle, Shay B. Cohen
We describe a technique to minimize weighted tree automata (WTA), a powerful formalisms that subsumes probabilistic context-free grammars (PCFGs) and latent-variable PCFGs. Our met…