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 0.75 0.63 0.69 647
Disagreeing 0.51 0.52 0.52 143
N/A 0.67 0.77 0.72 701
accuracy 0.69 1491
macro avg 0.65 0.64 0.64 1491
weighted avg 0.69 0.69 0.69 1491
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