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Classifies Coherent Locution Pairs as either Arguing, Disagreeing, or N/A Illocutionary Force. N/A consists of instances where there are other and no illocutionary forces present in the sentence pair.

Results:

precision recall f1-score support
Arguing 0.57 0.51 0.54 110
Disagreeing 0.35 0.36 0.36 22
N/A 0.80 0.83 0.82 289
accuracy 0.72 421
macro avg 0.57 0.57 0.57 421
weighted avg 0.72 0.72 0.72 421
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