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cs.CL2023
A modified model for topic detection from a corpus and a new metric evaluating the understandability of topics
Tomoya Kitano, Yuto Miyatake, Daisuke Furihata
This paper presents a modified neural model for topic detection from a corpus and proposes a new metric to evaluate the detected topics. The new model builds upon the embedded topi…
cs.LG2023
Lyapunov-Stable Deep Equilibrium Models
Haoyu Chu, Shikui Wei, Ting Liu +2
Deep equilibrium (DEQ) models have emerged as a promising class of implicit layer models, which abandon traditional depth by solving for the fixed points of a single nonlinear laye…