- Alexander I. Rudnicky. 1995. Language Modeling with Limited Domain Data. Abstract: Generic recognition systems contain language models which arerepresentative of a broad corpus. In actual practice, however, recognitionis usually on a coherent text covering a single topic, suggestingthat knowledge of the topic at hand can be used to advantage. A basemodel can be augmented with information from a small sample ofdomain-specific language data to significantly improve recognitionperformance. Good performance may be obtained by merging inonly those n-grams that include words that are out of vocabularywith respect to the base model.
