Combining deep and shallow approaches in parsing German

Michael Schiehlen · 2003

The paper describes two parsing schemes: a shallow approach based on machine learning and a cascaded finite-state parser with a hand-crafted grammar.It discusses several ways to combine them and presents evaluation results for the two individual approaches and their combination.An underspecification scheme for the output of the finite-state parser is introduced and shown to improve performance.

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