2 papers
cs.CL2023
Combining Language Models For Specialized Domains: A Colorful Approach
Daniel Eitan, Menachem Pirchi, Neta Glazer +7
General purpose language models (LMs) encounter difficulties when processing domain-specific jargon and terminology, which are frequently utilized in specialized fields such as med…
cs.LG2022
Continuous Forecasting via Neural Eigen Decomposition
Stav Belogolovsky, Ido Greenberg, Danny Eitan +1
Neural differential equations predict the derivative of a stochastic process. This allows irregular forecasting with arbitrary time-steps. However, the expressive temporal flexibil…