Meta-ComplementingtheSemanticsofShortTextsin NeuralTopicModels

Orthogonal to existing works, we remedy this problem within the corpus itself by proposing a Meta-Complement Topic Model, which improves topic quality of short texts by transferring the semantic knowledge learned on long documents tocomplement semantically limited shorttexts.