Toward an Integrative Approach for Making Sense Distinctions

Area of Science:

• Lexicography
• Computational Linguistics
• Natural Language Processing (NLP)

Background:

• Disagreement among dictionaries on word sense definitions is common.
• Growing demand for validated word sense catalogues due to advancements in NLP.
• Lack of a consensus methodology for creating such catalogues.

Purpose of the Study:

• To evaluate four main approaches to word sense distinction: formal, cognitive, distributional, and intercultural.
• To explore the potential for combining these approaches into a unified methodology.
• To address the need for a principled method for sense distinctions.

Main Methods:

• Analysis of four distinct approaches to word sense disambiguation.
• Examination of the strengths and weaknesses inherent in each approach.
• Application of these approaches to the English words 'wing' and 'fish' using existing resources.

Main Results:

• Identified limitations and weaknesses within each of the four individual approaches.
• Demonstrated the challenges in achieving consensus on word senses.
• Highlighted the necessity of an integrated approach for robust sense cataloguing.

Conclusions:

• An integrated methodology is essential for creating reliable word sense catalogues.
• Further research is required to develop a principled and universally accepted method for sense distinctions.
• This work provides a foundation for future advancements in computational lexicography.