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README.md
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@@ -15,11 +15,11 @@ Classifies locution based on their illocutionary force intents:
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"8": "Restating",
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"9": "Rhetorical Questioning"
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F1_macro - 0.
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F1_weighted - 0.
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Accuracy - 0.
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Dataset:
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@@ -29,4 +29,24 @@ MM123 - https://corpora.aifdb.org/mm123
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QT30 - https://corpora.aifdb.org/qt30
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US2016 - https://corpora.aifdb.org/US2016
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"8": "Restating",
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"9": "Rhetorical Questioning"
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F1_macro - 0.55
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F1_weighted - 0.67
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Accuracy - 0.67
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Dataset:
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QT30 - https://corpora.aifdb.org/qt30
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US2016 - https://corpora.aifdb.org/US2016
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| | precision | recall | f1-score | support |
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|------------------------|-----------|--------|----------|---------|
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| Agreeing | 0.63 | 0.67 | 0.65 | 18 |
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| Arguing | 0.67 | 0.40 | 0.50 | 5 |
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| Asserting | 0.79 | 0.89 | 0.84 | 200 |
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| Assertive Questioning | 0.52 | 0.44 | 0.48 | 124 |
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| Challenging | 0.48 | 0.42 | 0.44 | 24 |
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| Default Illocuting | 1.00 | 0.07 | 0.13 | 14 |
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| Disagreeing | 0.33 | 0.40 | 0.36 | 5 |
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| Pure Questioning | 0.75 | 0.76 | 0.76 | 293 |
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| Restating | 1.00 | 1.00 | 1.00 | 2 |
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| Rhetorical Questioning | 0.36 | 0.40 | 0.38 | 81 |
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| | | | | |
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|------------------------|-----------|--------|----------|---------|
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| accuracy | | | 0.67 | 766 |
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| macro avg | 0.65 | 0.54 | 0.55 | 766 |
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| weighted avg | 0.67 | 0.67 | 0.67 | 766 |
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