Combining text and numerical data in ULMFiT

[Andreas_Daiminger]

@quan.tran @salmanmaq

Thanks a lot for sharing this. I will give @quan.tran’s a try as soon as possible and let you know how it goes.

Check out this thread for more context on the problem I am currently working on.

Build mixed databunch and train end-to-end model for Tabular (categorical + continuous data) and Text data

Hi @quan.tran Thanks a lot for sharing this. I am currently working on a model that extends ULMFiT to take numerical input features into account. I am a machine learning engineer at reply.ai and I am working on a product to classify customer support tickets based on text + metadata (things like warehouse status of the order). I am absolutely sure that only the combination of these two feature types can lead to creating a good model. So it is a very good test case. I can not share the data with…