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Decision making theories such as Fuzzy-Trace Theory (FTT) suggest thatindividuals tend to rely on gist, or bottom-line meaning, in the text whenmaking decisions. In this work, we delineate the process of developing GisPy,an open-source tool in Python for measuring the Gist Inference Score (GIS) intext. Evaluation of GisPy on documents in three benchmarks from the news andscientific text domains demonstrates that scores generated by our toolsignificantly distinguish low vs. high gist documents. Our tool is publiclyavailable to use at: https://github.com/phosseini/GisPy.

GisPy: A Tool for Measuring Gist Inference Score in Text