Miguel Almeida

Turning on the Turbo: Fast Third-Order Non-Projective Turbo Parsers

2018 · INDIGO (University of Illinois at Chicago)

We present fast, accurate, direct nonprojective dependency parsers with thirdorder features. Our approach uses AD3 , an accelerated dual decomposition algorithm which we extend to handle specialized head automata and sequential head bigram models. Experiments …