Combining Weak Knowledge Sources for Sense Disambiguation

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Table of Contents

Combining Weak Knowledge Sources for Sense Disambiguation

The Problem

Task and Applications

Questions Related with this Task and Tackled in the Paper

Proposed Methodology: Combining Knowledge Sources

Analysis of the Task

Overall Architecture of the Sense Tagger

Preprocessing

Filter: Part of Speech Filter

Partial Word Sense Tagger # 1: Dictionary Definitions

Partial Word Sense Tagger # 2: Selectional Restrictions

Partial Word Sense Tagger # 3: Subject Codes

Combining Knowledge Sources

Producing an Evaluation Corpus

Results

Conclusions

Author: Faculty of Computer Science

Email: nat@cs.dal.ca

Home Page: http://borg.cs.dal.ca/~nat