Using Encyclopedic Knowledge for Named Entity Disambiguation
Răzvan Bunescu, MARIUS A. PAŞCA · 2006
We present a new method for detecting and disambiguating named entities in open domain text. A disambiguation SVM kernel is trained to exploit the high coverage and rich structure of the knowledge encoded in an online encyclopedia. The resulting model significantly outperforms a less informed baseline.