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Indexing Methods for Efficient
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Abstract
Contents
List of Figures
List of Tables
Introduction
Overview
Motivation
Contributions
Structure of the Thesis
Typed Feature Structures
Type Hierarchies
Typed Feature Structure Definition
Example
Typed Feature Structures Operations
Subsumption
Unification
Descriptions and Most General Satisfiers
Extensions
Appropriateness
Well-Typed Feature Structures
Statically Typable Signatures
Structure Sharing
Typed Feature Structure Cuts
Unification-Based Grammars
Head-Driven Phrase Structure Grammars
Principles of HPSG
The HPSG Formalism
Implementation Aspects
Compiling Grammar Rules
Variables in TFS Representations
TFS Grammar Rules
Encoding of TFSs
Indexing for TFSG Parsing
Chart Parsing with Typed Feature Structure Grammars
Parsing with Typed Feature Structures
Bottom-Up Parsing
EFD Parsing
Parsing as Unification of MRSs
The Typed Feature Structure Indexing Problem
Difficulties for TFSG Indexing
Indexing Timeline
Indexed Chart Parsing
General Indexing Strategy
Using the Index
An Example
Previous Approaches to Indexing and Filtering TFSGs
HPSG Parsing with CFG Filtering
Quick Check
Rule Filtering
A Discussion About Optimization Approaches
Indexing vs. Filtering
Statistical vs. Non-Statistical Methods
Indexing for Non-Parsing Applications
Indexing For Other TFS Applications
An Indexing Scheme for TFS Retrieval
Automaton-based Indexing for Lexical Generation
General Term Indexing
Attribute-Based Indexing
Set-Based Indexing
Tree-Based Indexing
Indexing in Database Systems
TFSG Indexing through Static Analysis
Positional Indexing
Building the Index
Using the Index
Path Indexing
Static Analysis of Grammar Rules
Building the Path Index
Key Extraction in Path Indexing
Using the Path Index
Experimental Evaluation
Resources
Prolog Data Structure
Experiments
Evaluation using the unconstrained MERGE
Evaluation using the constrained MERGE
Comparison between statistical and non-statistical optimizations
Evaluation on Other UBGs
The Alvey Grammar
Penn Treebank CFG
Conclusions and Future Work
Conclusions
Future Work
Bibliography