Godfrey2712/amf_illoc_force_intent_recognition

Classifies locution based on their illocutionary force intents:

"0": "Agreeing",  
"1": "Arguing",  
"2": "Asserting",  
"3": "Assertive Questioning",  
"4": "Challenging",  
"5": "Default Illocuting",  
"6": "Disagreeing",  
"7": "Pure Questioning",  
"8": "Restating",  
"9": "Rhetorical Questioning"  

F1_macro - 0.55

F1_weighted - 0.67

Accuracy - 0.67

Dataset:

MM2012 - https://corpora.aifdb.org/mm2012

MM123 - https://corpora.aifdb.org/mm123

QT30 - https://corpora.aifdb.org/qt30

US2016 - https://corpora.aifdb.org/US2016

	precision	recall	f1-score	support
Agreeing	0.63	0.67	0.65	18
Arguing	0.67	0.40	0.50	5
Asserting	0.79	0.89	0.84	200
Assertive Questioning	0.52	0.44	0.48	124
Challenging	0.48	0.42	0.44	24
Default Illocuting	1.00	0.07	0.13	14
Disagreeing	0.33	0.40	0.36	5
Pure Questioning	0.75	0.76	0.76	293
Restating	1.00	1.00	1.00	2
Rhetorical Questioning	0.36	0.40	0.38	81

accuracy			0.67	766
macro avg	0.65	0.54	0.55	766
weighted avg	0.67	0.67	0.67	766