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--- |
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language: |
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- "en" |
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tags: |
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- "argument mining" |
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- "claims" |
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- "sentence classification" |
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datasets: |
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- "FS150T" |
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metrics: |
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- "accuracy" |
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- "f1" |
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--- |
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# _EXPERIMENTAL_ roberta-base-150T-argumentative-sentence-detector |
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(this model might not be the optimal one for accomplishing the task) |
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- Task: Detects whether a sentence is argumentative (1 - yes/ 0 - not) given the topic and the sentence itself. |
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- language: English |
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- dataset: Few-Shot-150T Corpus v1.1 (FS150T-Corpus) _fine-tuned roberta-base_ |
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## Performace on test data (threshold: 0.5) |
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```` |
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{'accuracy': 0.7451388888888889, |
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'f1': 0.6690712353471596, |
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'precision': 0.733201581027668, |
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'recall': 0.615257048092869} |
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```` |
