Automatically assigned DDC number: 415

Manually assigned DDC number: 00635

Number of references: 33

Title: The Acquisition of a Unification-Based Generalised Categorial Grammar

Author:

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Subject: Aline Villavicencio,Cambridge Cb Fd The Acquisition of a Unification-Based Generalised Categorial Grammar

Description: The purpose of this work is to investigate the process of grammatical acquisition from data. In order to do that, a computational learning system is used, composed of a Universal Grammar with associated parameters, and a learning algorithm, following the Principles and Parameters Theory. The Universal Grammar is implemented as a Unification-Based Generalised Categorial Grammar, embedded in a default inheritance network of lexical types. The learning algorithm receives input from a corpus of spontaneous child-directed transcribed speech annotated with logical forms and sets the parameters based on this input. This framework is used as a basis to investigate several aspects of language acquisition. In this thesis I concentrate on the acquisition of subcategorisation frames and word order information, from data. The data to which the learner is exposed can be noisy and ambiguous, and I investigate how these factors a#ect the learning process. The results obtained show a robust learner converging towards the target grammar given the input data available. They also show how the amount of noise present in the input data a#ects the speed of convergence of the learner towards the target grammar. Future work is suggested for investigating the developmental stages of language acquisition as predicted by the learning model, with a thorough comparison with the developmental stages of a child. This is primarily a cognitive computational model of language learning that can be used to investigate and gain a better understanding of human language acquisition, and can potentially be relevant to the development of more adaptive NLP technology.

Contributor: The Pennsylvania State University CiteSeer Archives

Publisher: unknown

Date: 2002-04-10

Pubyear: 2002

Format: pdf

Identifier: http://citeseer.ist.psu.edu/583509.html

Source: http://www.cl.cam.ac.uk/TechReports/UCAM-CL-TR-533.pdf

Language: en

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