Psychiatric symptom recognition without labeled data using distributional representations of phrases and on-line knowledge.

•One of the initial studies to extract symptoms from psychiatric notes.•An unsupervised learning framework for psychiatric symptom recognition.•Leverage online consumer information and large-scale unlabeled corpora for semantic similarity of psychiatric symptoms.