Publishing Partner: Cambridge University Press CUP Extra Publisher Login
amazon logo
More Info


New from Oxford University Press!

ad

Holy Sh*t: A Brief History of Swearing

By Melissa Mohr

Holy Sh*t: A Brief History of Swearing "contains original research into the history of swearing, and is scrupulous in analyzing the claims of other scholars."


New from Cambridge University Press!

ad

A New Manual of French Composition

By R. L. Graeme Ritchie

A New Manual of French Composition "provides a guide to French composition aimed at university students and the higher classes in schools. "


The LINGUIST List is dedicated to providing information on language and language analysis, and to providing the discipline of linguistics with the infrastructure necessary to function in the digital world. LINGUIST is a free resource, run by linguistics students and faculty, and supported primarily by your donations. Please support LINGUIST List during the 2016 Fund Drive.

Academic Paper


Title: Exploring patterns in dictionary definitions for synonym extraction
Author: Tong Wang
Institution: University of Toronto
Author: Graeme Hirst
Email: click here TO access email
Homepage: http://www.cs.utoronto.ca/~gh/
Institution: University of Toronto
Linguistic Field: Computational Linguistics
Abstract: Automatic determination of synonyms and/or semantically related words has various applications in Natural Language Processing. Two mainstream paradigms to date, lexicon-based and distributional approaches, both exhibit pros and cons with regard to coverage, complexity, and quality. In this paper, we propose three novel methods—two rule-based methods and one machine learning approach—to identify synonyms from definition texts in a machine-readable dictionary. Extracted synonyms are evaluated in two extrinsic experiments and one intrinsic experiment. Evaluation results show that our pattern-based approach achieves best performance in one of the experiments and satisfactory results in the other, comparable to corpus-based state-of-the-art results.

CUP AT LINGUIST

This article appears IN Natural Language Engineering Vol. 18, Issue 3, which you can READ on Cambridge's site .



Add a new paper
Return to Academic Papers main page
Return to Directory of Linguists main page