What we do in NLP? Tools Required Knowledge about language Knowledge about the world A way to combine knowledge resources How is it generally done? Probabilistic models built from language data ) P (“maison” “house”) is high ) P(I saw a van) > P(eyes awe of an) Extracting rough text features does half the job. Why is NLP hard? Week 1: Lecture 3 16 /16