A linguistic visual analytics framework

Abstract

We present a modular framework for the rapidprototyping of linguistic, web-based, visual analytics applications. Our framework gives developers access to a rich set of machine learning and natural language processing steps, through encapsulating them into microservices and combining them into a computational pipeline. This processing pipeline is auto-configured based on the requirements of the visualization front-end, making the linguistic processing and visualization design detached, independent development tasks. This paper describes the constellation and modality of our framework, which continues to support the efficient development of various humanin- the-loop, linguistic visual analytics research techniques and applications.