Cognitive Aspects of Computational Language Acquisition by Aline Villavicencio, Thierry Poibeau, Anna Korhonen, Afra

By Aline Villavicencio, Thierry Poibeau, Anna Korhonen, Afra Alishahi

Questions relating to language acquisition were of curiosity for plenty of centuries, as little ones appear to gather a cosmopolitan ability for processing language with obvious ease, within the face of ambiguity, noise and uncertainty. even if, with fresh advances in expertise and cognitive-related examine it's now attainable to behavior large-scale computational investigations of those issues

The booklet discusses a few of the most modern theoretical and useful advancements within the components concerned, together with computational versions for language projects, instruments and assets that aid to approximate the linguistic surroundings to be had to young children in the course of acquisition, and discussions of hard points of language that youngsters need to grasp.

This is a much-needed assortment that offers a cross-section of contemporary multidisciplinary learn at the computational modeling of language acquisition. it's precise at someone drawn to the relevance of computational innovations for realizing language acquisition. Readers of this e-book should be brought to a couple of the most recent techniques to those initiatives including:

* versions of acquisition of varied sorts of linguistic details (from phrases to syntax and semantics) and their relevance to analyze on human language acquisition

* research of linguistic and contextual elements that impression acquisition

* assets and instruments for investigating those tasks

Each bankruptcy is gifted in a self-contained demeanour, delivering an in depth description of the correct features regarding learn on language acquisition, and comprises illustrations and tables to counterpoint those in-depth discussions. although there are not any formal must haves, a few familiarity with the elemental options of human and computational language acquisition is beneficial.

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Extra resources for Cognitive Aspects of Computational Language Acquisition (Theory and Applications of Natural Language Processing)

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Oxford/New York: Oxford University Press. 17. De Marcken, C. G. (1996). Unsupervised language acquisition. D. thesis, MIT. 18. , & Boucher, J. (2005). Learning to talk about events from narrated video in a construction grammar framework. Artificial Intelligence, 167(1–2), 31–61. 19. Dowman, M. (2000). Addressing the learnability of verb subcategorizations with Bayesian inference. In L. R. Gleitman & A. K. ), Proceedings of the Twenty-Second Annual Conference of the Cognitive Science Society. Mahwah/London: Erlbaum 20.

Patterns are specified using Phon’s phonex language for matching phone sequences. • CV Sequence: Used for searching CV(G) patterns in IPA data. • Data Tiers: This search is provides for generic searching of any tier. • Harmony: A special function search for locating instances of harmony (consonant and/or vowel) in aligned IPA forms. • Metathesis: A special function search for locating instance of metathesis in aligned IPA forms. • Word Shapes: Used for searching stress patterns in words. Each search form includes options for selecting group, word, and syllable position; syllable stress; and participant name and age, where applicable.

In Sect. 3, we describe the functionality supported in Phon. In Sect. 4, we focus on the query and reporting systems that are built into the application. We then summarize in Sect. 5 currently planned extensions to Phon, including both the integration of acoustic data analyses and a greatly expanded database query functionality that will ultimately assist in both language acquisition model testing and derivation. Concluding remarks are offered in Sect. 6. 2 The PhonBank Project PhonBank, one of the latest initiatives within the CHILDES project, focuses on the construction of corpora suitable for phonological and phonetic analysis.

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