Algorithms on strings, trees, and sequences: computer science and computational biology
Algorithms on strings, trees, and sequences: computer science and computational biology
Machine Learning
Adaptation of the F-measure to cluster based lexicon quality evaluation
Evalinitiatives '03 Proceedings of the EACL 2003 Workshop on Evaluation Initiatives in Natural Language Processing: are evaluation methods, metrics and resources reusable?
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This paper describes a machine learning technique that applies bioinformatics concepts from genome sequencing and data mining to learn the lexical structure of a language during the lexicon building process. Human linguists are fully integrated in the learning process. Phonetic mapping of input data ensures the universal applicability of the technique including application in reverse to obtain a linguistic treatment of biological data.