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 .