Chan Kun-Chung Timothy. / Thesis (M.Phil.)--Chinese University of Hong Kong, 2000. / Includes bibliographical references (leaves 79-83). / Abstracts in English and Chinese. / Chapter 1 --- Introduction --- p.1 / Chapter 1.1 --- Motivation --- p.1 / Chapter 1.2 --- Outline of Thesis --- p.3 / Chapter 2 --- Background --- p.5 / Chapter 2.1 --- Chinese Noun Phrase Structure --- p.5 / Chapter 2.2 --- Literature Review --- p.6 / Chapter 2.3 --- Observations --- p.10 / Chapter 2.4 --- Chapter Summary --- p.11 / Chapter 3 --- Maximal Chinese Noun Phrase Extraction System --- p.13 / Chapter 3.1 --- Background --- p.13 / Chapter 3.1.1 --- Part-of-speech Tagset --- p.13 / Chapter 3.1.2 --- The Tagging System --- p.14 / Chapter 3.1.3 --- Chinese Corpus --- p.16 / Chapter 3.1.4 --- Grammar Rules and Boundary Information --- p.17 / Chapter 3.1.5 --- Feature Selection --- p.19 / Chapter 3.2 --- Overview of Our Chinese Noun Phrase Extraction System --- p.19 / Chapter 3.2.1 --- Training --- p.19 / Chapter 3.2.2 --- Testing --- p.21 / Chapter 3.3 --- Chapter Summary --- p.21 / Chapter 4 --- Preliminary Noun Phrase Extraction --- p.23 / Chapter 4.1 --- Framework --- p.23 / Chapter 4.2 --- Boundary Information Acquisition --- p.24 / Chapter 4.3 --- Candidate Boundary Insertion --- p.26 / Chapter 4.4 --- Pairing of Candidate Boundaries --- p.27 / Chapter 4.4.1 --- Conditional Probability-based Model --- p.28 / Chapter 4.4.2 --- Heuristic-based Model --- p.29 / Chapter 4.4.3 --- Dynamic Programming-based Model --- p.30 / Chapter 4.4.4 --- Model Selection --- p.31 / Chapter 4.4.5 --- Revised Dynamic Programming Model --- p.32 / Chapter 4.4.6 --- Analysis of the Impact of the Revised DP Model --- p.35 / Chapter 4.4.7 --- Experiments of Dynamic Programming-based Model --- p.38 / Chapter 4.4.8 --- Result Analysis --- p.42 / Chapter 4.5 --- Concluding Remarks on DP-Based Model --- p.47 / Chapter 4.6 --- Chapter Summary --- p.49 / Chapter 5 --- Automatic Error Correction --- p.50 / Chapter 5.1 --- Introduction --- p.50 / Chapter 5.1.1 --- Statistical Properties of TEL --- p.54 / Chapter 5.1.2 --- Related Applications --- p.55 / Chapter 5.2 --- Settings of Main Components --- p.57 / Chapter 5.2.1 --- Initial State --- p.58 / Chapter 5.2.2 --- Transformation Actions --- p.58 / Chapter 5.2.3 --- Triggering Features of Transformation Templates --- p.58 / Chapter 5.2.4 --- Evaluation of Rule --- p.62 / Chapter 5.2.5 --- Stopping Threshold --- p.62 / Chapter 5.3 --- Experiments and Results --- p.63 / Chapter 5.3.1 --- Setup and Procedure --- p.63 / Chapter 5.3.2 --- Overall Performance --- p.63 / Chapter 5.3.3 --- Contribution of Rules --- p.67 / Chapter 5.3.4 --- Remarks on Rules Learning --- p.69 / Chapter 5.3.5 --- Discussion on Recall Performance --- p.70 / Chapter 5.4 --- Chapter Summary --- p.73 / Chapter 6 --- Conclusion --- p.74 / Chapter 6.1 --- Summary --- p.74 / Chapter 6.2 --- Contributions --- p.76 / Chapter 6.3 --- Future Work --- p.76 / Bibliography --- p.79 / Chapter A --- Chinese POS Tag Set --- p.84 / Chapter B --- Algorithms of Boundary Pairing Models --- p.88 / Chapter B.1 --- Heuristic based Model --- p.88 / Chapter B.2 --- Dynamic Programming based Model --- p.89 / Chapter C --- Triggering Environments of Transformation Templates --- p.91
| Identifer | oai:union.ndltd.org:cuhk.edu.hk/oai:cuhk-dr:cuhk_323210 |
| Date | January 2000 |
| Contributors | Chan, Kun-Chung Timothy., Chinese University of Hong Kong Graduate School. Division of Systems Engineering and Engineering Management. |
| Source Sets | The Chinese University of Hong Kong |
| Language | English, Chinese |
| Detected Language | English |
| Type | Text, bibliography |
| Format | print, x, 92 leaves : ill. ; 30 cm. |
| Rights | Use 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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