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Found 4 papers, 1 papers with code
WWBP-SQT-lite: Multi-level Models and Difference Embeddings for Moments of Change Identification in Mental Health Forums
Psychological states unfold dynamically; to understand and measure mental health at scale we need to detect and measure these changes from sequences of online posts.
ALBA: Adaptive Language-based Assessments for Mental Health
Mental health issues differ widely among individuals, with varied signs and symptoms.
Transfer and Active Learning for Dissonance Detection: Addressing the Rare-Class Challenge
While transformer-based systems have enabled greater accuracies with fewer training examples, data acquisition obstacles still persist for rare-class tasks -- when the class label is very infrequent (e. g. < 5% of samples).
Active Learning
Implicit Discourse Relation Classification
+1
Discourse Relation Embeddings: Representing the Relations between Discourse Segments in Social Media
Discourse relations are typically modeled as a discrete class that characterizes the relation between segments of text (e. g. causal explanations, expansions).
