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· 2007 · The Lancet · DOI 10.1016/s0140-6736(07)61238-0

1 Pith paper cite this work, alongside 3,777 external citations. Polarity classification is still indexing.

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INESC-ID @ eRisk 2025: Exploring Fine-Tuned, Similarity-Based, and Prompt-Based Approaches to Depression Symptom Identification

cs.CL · 2025-06-03 · conditional · novelty 5.0

A shared-task system using fine-tuned DeBERTa models, similarity ranking, and LLM prompting won eRisk 2025's depression symptom retrieval task.

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INESC-ID @ eRisk 2025: Exploring Fine-Tuned, Similarity-Based, and Prompt-Based Approaches to Depression Symptom Identification cs.CL · 2025-06-03 · conditional · none · ref 1
A shared-task system using fine-tuned DeBERTa models, similarity ranking, and LLM prompting won eRisk 2025's depression symptom retrieval task.

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