Papers by Jasper Kyle Catapang
Thesis Proposal: An Explainable Multimodal Framework for Detecting Harmful Content in Code-Switched Children’s Media (2026.acl-srw)
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| Challenge: | Current content moderation systems fail to protect children from harmful content, especially in under-resourced, code-switched settings. |
| Approach: | They propose to integrate a fine-tuned classifier with an LLM-powered module that synthesizes the classifier’s internal evidential signals to generate faithful, human-readable rationales for each decision. |
| Outcome: | The proposed framework integrates a fine-tuned classifier for accurate, scalable detection with an LLM-powered module that synthesizes the classifier’s internal evidential signals to generate faithful, human-readable rationales for each decision. |