Linguistic Features for Named Entity Recognition Using CRFs

Citations Over TimeTop 25% of 2010 papers

Abstract

We present a work on identification and classification of Named Entities in Tamil, a morphologically rich language. Here we have used a machine learning technique, Conditional Random Fields (CRFs) for this task. We discuss here about the linguistic features used in CRFs for this morphologically rich language.

Related Papers

• → Two-phase biomedical named entity recognition using CRFs(2009)81 cited
• → Biomedical Named Entity Recognition Based on Skip-Chain CRFS(2012)22 cited
• Two Step Chinese Named Entity Recognition Based on Conditional Random Fields Models(2008)
• → Conditional Random Fields for Biomedical Named Entity Recognition Revisited(2020)