Минипартиялық оқыту

Recent speed-ups for training large-scale models like those found in statistical NLP exploit distributed computing (either on multicore or “cloud” architectures) and rapidly converging online learning algo- rithms. Here we …...

Online learning algorithms such as perceptron and MIRA have become popular for many NLP tasks thanks to their simpler architec- ture and faster convergence over batch learn- ing methods. However, …...