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Unni Cathrine Eiken February 2005

Unni Cathrine Eiken February 2005

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Table of Contents<br />

1 INTRODUCTION AND PROBLEM STATEMENT 1<br />

1.1 Project outline 3<br />

2 THEORETICAL BACKGROUND 6<br />

2.1 Anaphora resolution 6<br />

2.1.1 Frameworks for anaphora resolution 8<br />

2.1.2 Computational approaches to anaphora resolution 12<br />

2.1.3 Anaphora resolution and text summarisation 22<br />

2.2 Finding meaning in the context 24<br />

2.2.1 The distributional approach 24<br />

2.2.2 Different types of context 27<br />

2.2.3 Context and selectional restrictions 30<br />

3 FROM TEXT TO EPAS – THE EXTRACTION METHOD 33<br />

3.1 Selecting the texts 33<br />

3.2 Predicate-argument structures 35<br />

3.2.1 What is represented in the EPAS? 39<br />

3.3 Parsing with NorGram 42<br />

3.3.1 NorGram in outline 43<br />

3.3.2 Extracting EPAS from NorGram 44<br />

3.4 Altering the source 47<br />

3.5 Finding the words 48<br />

3.6 Evaluation of the data set 52<br />

3.6.1 Errors from the grammar 52<br />

3.6.2 Irrelevant structures 53<br />

3.6.3 Manually added structures 54<br />

3.6.4 Comments about the EPAS list 55<br />

4 CLASSIFICATION 58<br />

iv

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