Papers by Mario Ezra Aragon
Analyzing Gambling Addictions: A Spanish Corpus for Understanding Pathological Behavior (2025.findings-emnlp)
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| Challenge: | a new study examines the interaction between natural language use and gambling disorders. |
| Approach: | They build a new corpus of sentences that are searched and compared using top-k pooling to form the assessment pools of sentences. |
| Outcome: | The proposed model is based on a new corpus of sentences in spanish . |
GAttention: Gated Attention for the Detection of Abusive Language (2025.findings-emnlp)
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| Challenge: | Abusive language online creates toxic environments and exacerbates social tensions, underscoring the need for robust NLP models to interpret nuanced linguistic cues. |
| Approach: | They propose a Gated Attention mechanism that combines the strengths of Contextual attention and Self-attention mechanisms to address the limitations of existing attention models within the text classification task. |
| Outcome: | The novel gated attention mechanism addresses the limitations of existing attention models within the text classification task. |