Unsupervised Medical Timeline Summarization of Reddit Posts

Diagnosis and treatment of mental disorders involve more ambiguity and subjective choices of the clinicians, compared with those of physical diseases. Symptoms differ a lot in each individual and usually don’t have numerical measures, which makes it harder to do controlled experiment, comparison or causal inference. Besides, the chronical nature of mental disorders makes keeping track of mood history hard while important.