A Package for Learning on Tabular and Text Data with Transformers
Ken Gu, Akshay Budhkar
Abstract
Recent progress in natural language processing has led to Transformer architectures becoming the predominant model used for natural language tasks. However, in many realworld datasets, additional modalities are included which the Transformer does not directly leverage.
Topics & Concepts
Computer sciencePython (programming language)TransformerLexical analysisProgramming languageCategorical variableXMLArtificial intelligenceMachine learningWorld Wide WebEngineeringElectrical engineeringVoltageTopic ModelingNatural Language Processing TechniquesMultimodal Machine Learning Applications