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 >> .