Paper: Improving The Scalability Of Semi-Markov Conditional Random Fields For Named Entity Recognition

ACL ID P06-1059
Title Improving The Scalability Of Semi-Markov Conditional Random Fields For Named Entity Recognition
Venue Annual Meeting of the Association of Computational Linguistics
Session Main Conference
Year 2006
Authors

This paper presents techniques to apply semi-CRFs to Named Entity Recognition tasks with a tractable computational cost. Our framework can handle an NER task that has long named entities and many labels which increase the computational cost.