DocTable: Table-Oriented Interactive Machine Learning for Text Corpora

Sriram Yarlagadda,David J. Scroggins,Fang Cao, Yeshwanth Devabhaktuni, Franklin Buitron,Eli T. Brown

2021 IEEE Workshop on Machine Learning from User Interactions (MLUI)（2021）

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摘要

People working today with text data in any domain must develop understanding based on more documents than they can directly read. Tools exist that take advantage of visual analytics for a variety of text data tasks, including for technical experts, particularly in certain domains like intelligence and law. There is a missed opportunity to apply human-in-the-loop (HIL) machine learning to assist a ...

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关键词

text-data,journalism,human-in-the-loop,interactive-machine-learning,machine-learning

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