---
license: mit
---

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     |