These approaches fit within standard statistical approaches to natural language processing, defining statistical objectives and inference strategies, with the learners trying to optimize some combination of the quality of its lexicon and representations of the corpus.
bootstrapping approaches (Gambell and Yang, 2004;Lignos and Yang, 2010) to word segmentation have focused on simple heuristics for populating a lexicon and strategies for using the contents of the lexicon to segment utterances.