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Causal Explanation Analysis on Social Media

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Figure

Figure 1: A casual relation characterizes the connec-tion between two discourse arguments, one of which isthe causal explanation.
Table 1: Number of messages containing causality ornot in our dataset.
Figure 2: LSTM classifier for causality detection and explanation identification
Table 3: Causality prediction performance across dif-ferent predictive models. Bold indicates significant im-provement over the LSTM
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