Re-Examining FactBank: Predicting the Author’s Presentation of Factuality
Published in COLING 2022, 2022
We present a corrected version of a subset of the FactBank data set. We perform experiments on FactBank using multiple training paradigms, data smoothing techniques, and polarity classifiers. We argue that f-measure is an important alternative evaluation metric for factuality. We provide new state-of-the-art results for four corpora including FactBank. We perform an error analysis on Factbank combined with two similar corpora.
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