Computational Modeling of Human Language Acquisition
Human language acquisition has been studied for centuries, but using computational modeling for such studies is a relatively recent trend. However, computational approaches to language learning have become increasingly popular, mainly due to advances in developing machine learning techniques, and the availability of vast collections of experimental data on child language learning and child-adult interaction. Many of the existing computational models attempt to study the complex task of learning a language under cognitive plausibility criteria (such as memory and processing limitations that humans face), and to explain the developmental stages…
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Produktdetails
- ISBN: 978-3-031-01012-5
- EAN: 9783031010125
- Produktnummer: 39048726
- Verlag: Springer International Publishing
- Sprache: Englisch
- Erscheinungsjahr: 2010
- Seitenangabe: 108 S.
- Masse: H23.5 cm x B19.1 cm x D0.6 cm 219 g
- Abbildungen: Paperback
- Gewicht: 219
Über den Autor
Afra Alishahi is a Research Fellow at the Computational Psycholinguistics group in the Computational Linguistics and Phonetics Department at Saarland University, Germany. She received her PhD degree from the Department of Computer Science at University of Toronto in 2008, where she was a member of the Computational Linguistics group. Her research has been focused on developing computational models of various aspects of first language acquisition, including learning the meaning of words, the formation of lexical categories and the acquisition of verb argument structure. She was the runner-up for Marr prize for the best student paper at the 27th Annual Conference of the Cognitive Science Society (CogSci 2005), and the winner of the Cognitive Science Prize for the best paper on Language Modeling at the 30th Annual Conference of the Cognitive Science Society (CogSci 2008). She has offered several courses on the topics covered in this book, including graduate-level lectures and seminars at Saarland University, a tutorial at the 47th Annual Meeting of the Association for Computational Linguistics (ACL 2009) and an advanced course at the European Summer School in Logic, Language and Information (ESSLLI 2010).
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