Text Categorization Two Challenges Impacts many applications Social network analysis health care, machine reading Traditional approach Label Train a Mak data classifier prediction Two challenges √ Representation LabelsText Categorization: Two Challenges • Impacts many applications! ✓ Social network analysis, health care, machine reading … • Traditional approach: • Two challenges: ✓ Representation ✓ Labels 4 Label data Train a classifier Make prediction