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From Relevant Posts to Attributable Spans: Explicit Symptom Evidence for Depression Questionnaire Inference
Not provided
RAGevidence retrievaldepression inference
2611.12900
Builder Relevance
17h ago80%
Abstract
The paper proposes a novel pipeline, SREE, for extracting and inferring depression questionnaire responses from social media posts, achieving significant improvements in precision and F1 score.
Reality Card
Core Claim
SREE achieves relative improvements of 70% in post-level precision and 59% in F1 compared to state-of-the-art retrieval approaches while retaining at least 30% fewer posts.
Method / Result
SREE achieves the highest exact item-level agreement across all three eRisk collections.
Limitations
The paper does not specify the authors or provide detailed reproducibility metrics.
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