Improving Mental Health Screening and Early Risk Detection in Spanish
Spanish mental-health screening models are being tuned to flag risk earlier in long social-media histories.
The paper introduces three Spanish foundational models adapted with mental-health domain pre-training. It also proposes Incremental Context Expansion, a relabeling method that marks the point where accumulated posts provide enough evidence for detection. On three Spanish benchmarks, the authors report better state-of-the-art performance with lower detection latency. The models are publicly available. ArXiv · AI/CL/LG's note
The paper introduces three Spanish foundational models adapted with mental-health domain pre-training. It also proposes Incremental Context Expansion, a relabeling method that marks the point where accumulated posts provide enough evidence for detection. On three Spanish benchmarks, the authors report better state-of-the-art performance with lower detection latency. The models are publicly available. ArXiv · AI/CL/LG's note
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