text: This paper proposes a [[ Hidden Markov Model -LRB- HMM -RRB- ]] and an << HMM-based chunk tagger >> , from which a named entity -LRB- NE -RRB- recognition -LRB- NER -RRB- system is built to recognize and classify names , times and numerical quantities .