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Automatic lexicon acquisition from encyclopedia.

Lo, Ka Kan. / Thesis (M.Phil.)--Chinese University of Hong Kong, 2007. / Includes bibliographical references (leaves 97-104). / Abstracts in English and Chinese. / Chapter 1 --- Introduction --- p.1 / Chapter 1.1 --- Motivation --- p.3 / Chapter 1.2 --- New paradigm in language learning --- p.5 / Chapter 1.3 --- Semantic Relations --- p.7 / Chapter 1.4 --- Contribution of this thesis --- p.9 / Chapter 2 --- Related Work --- p.13 / Chapter 2.1 --- Theoretical Linguistics --- p.13 / Chapter 2.1.1 --- Overview --- p.13 / Chapter 2.1.2 --- Analysis --- p.15 / Chapter 2.2 --- Computational Linguistics - General Learning --- p.17 / Chapter 2.3 --- Computational Linguistics - HPSG Lexical Acquisition --- p.20 / Chapter 2.4 --- Learning approach --- p.22 / Chapter 3 --- Background --- p.25 / Chapter 3.1 --- Modeling primitives --- p.26 / Chapter 3.1.1 --- Feature Structure --- p.26 / Chapter 3.1.2 --- Word --- p.28 / Chapter 3.1.3 --- Phrase --- p.35 / Chapter 3.1.4 --- Clause --- p.36 / Chapter 3.2 --- Wikipedia Resource --- p.38 / Chapter 3.2.1 --- Encyclopedia Text --- p.40 / Chapter 3.3 --- Semantic Relations --- p.40 / Chapter 4 --- Learning Framework - Syntactic and Semantic --- p.46 / Chapter 4.1 --- Type feature scoring function --- p.48 / Chapter 4.2 --- Confidence score of lexical entry --- p.50 / Chapter 4.3 --- Specialization and Generalization --- p.52 / Chapter 4.3.1 --- Further Processing --- p.54 / Chapter 4.3.2 --- Algorithm Outline --- p.54 / Chapter 4.3.3 --- Algorithm Analysis --- p.55 / Chapter 4.4 --- Semantic Information --- p.57 / Chapter 4.4.1 --- Extraction --- p.58 / Chapter 4.4.2 --- Induction --- p.60 / Chapter 4.4.3 --- Generalization --- p.63 / Chapter 4.5 --- Extension with new text documents --- p.65 / Chapter 4.6 --- Integrating the syntactic and semantic acquisition framework --- p.65 / Chapter 5 --- Evaluation --- p.68 / Chapter 5.1 --- Evaluation Metric - English Resource Grammar --- p.68 / Chapter 5.1.1 --- English Resource Grammar --- p.69 / Chapter 5.2 --- Experiments --- p.71 / Chapter 5.2.1 --- Tasks --- p.71 / Chapter 5.2.2 --- Evaluation Measures --- p.77 / Chapter 5.2.3 --- Methodologies --- p.78 / Chapter 5.2.4 --- Corpus Preparation --- p.79 / Chapter 5.2.5 --- Results --- p.81 / Chapter 5.3 --- Result Analysis --- p.85 / Chapter 6 --- Conclusions --- p.95 / Bibliography --- p.97

Identiferoai:union.ndltd.org:cuhk.edu.hk/oai:cuhk-dr:cuhk_326097
Date January 2007
ContributorsLo, Ka Kan., Chinese University of Hong Kong Graduate School. Division of Systems Engineering and Engineering Management.
Source SetsThe Chinese University of Hong Kong
LanguageEnglish, Chinese
Detected LanguageEnglish
TypeText, bibliography
Formatprint, iv, 5, 104 leaves : ill. ; 30 cm.
RightsUse of this resource is governed by the terms and conditions of the Creative Commons “Attribution-NonCommercial-NoDerivatives 4.0 International” License (http://creativecommons.org/licenses/by-nc-nd/4.0/)

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