Formal Language Learning with Correction Queries
In the field of grammatical inference most of theexisting learning models have been inspired by theprocess of human language acquisition. For example, the query learning model is a representation of ourintuition that children acquire their native languagewhile... Viac o knihe
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O knihe
In the field of grammatical inference most of theexisting learning models have been inspired by theprocess of human language acquisition. For example, the query learning model is a representation of ourintuition that children acquire their native languagewhile interacting with their environment.Apart from the well-established membership andequivalence queries, many other types of queries havebeen introduced. Nevertheless, none of these reflectan important aspect of the way children learnlanguages, namely that although they are notexplicitly provided negative examples (i.e., wordsthat are not in the language or ungrammaticalsentences), adults correct them when they makemistakes. In this book we thoroughly investigate arecently introduced type of query, called CORRECTIONQUERY, which copes with this particularity ofchildren language acquisition. Here are some of thetopics addressed: What is the power of correctionqueries? Can we compare them with other querylearning or Gold-style learning models? Which of themprovides the learner with more information? Can webuild efficient algorithms that learn well-knownclasses of languages with correction queries?
- Vydavateľstvo: VDM Verlag
- Formát: Paperback
- Jazyk:
- ISBN: 9783639176988
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