Rasul Kairgeldin

Adaptive Softmax Trees for Many-Class Classification

NLP tasks such as language models or document classification involve classification problems with thousands of classes. In these situations, it is difficult to get high predictive accuracy and the resulting model can be huge in number of parameters and inference time. A recent, successful approach i…