In the first layer, a set of NE candidates for a sentence is identified, out of all the potential phrases in N E. To do so, we apply learning at word level in order to perform a Begin-Inside classification.
we assume a function h B (w) which decides whether a word w begins a NE phrase or not, and a function h I (w) which decides whether a word is inside a NE phrase or not.