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HEIDL: Learning Linguistic Expressions with Deep Learning and Human in the Loop

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Academic year: 2020

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Figure

Figure 1: Overview of our approach
Figure 2: UI allows users (1) to get an overview of linguistic expressions (2) filter by precision, recall, and F1, (3)rank, (4,5) filter by predicates, (6) remove expressions by predicate, (7) examine metrics and (8) examples for eachexpression, (9) monitor overall progress as users add and remove expressions to their collection, and (10) providea ‘playground’ allowing users to examine and modify expressions.

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