Papers by Maria Janicka
GEM: Generative Enhanced Model for adversarial attacks (D19-66)
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| Challenge: | Our model generated malicious claims that mixed facts from various articles, so it became difficult to classify their truthfulness. |
| Approach: | They used a model that inherited the knowledge of pretrained GPT-2 to generate controlled sentences with some additional control. |
| Outcome: | The proposed model generated malicious claims that mixed facts from Wikipedia articles, making it difficult to classify their truthfulness. |