This paper presents a framework for unsupervised natural language morphology induction wherein candidate suffixes are grouped into candidate inflection classes, which are then arranged in a lattice structure. With similar candidate inflection classes placed near one another in the lattice, I propose this structure is an ideal search space in which to isolate the true inflection classes of a language. This paper discusses and motivates possible search strategies over the inflection class lattice structure. 1
Description
A Framework for Unsupervised Natural Language Morphology Induction
%0 Generic
%1 _aframework
%A Monson, Christian
%D 2004
%K candidate cic class induction inflection morphology suffix trie
%T A Framework for Unsupervised Natural Language Morphology Induction
%U http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.132.757
%X This paper presents a framework for unsupervised natural language morphology induction wherein candidate suffixes are grouped into candidate inflection classes, which are then arranged in a lattice structure. With similar candidate inflection classes placed near one another in the lattice, I propose this structure is an ideal search space in which to isolate the true inflection classes of a language. This paper discusses and motivates possible search strategies over the inflection class lattice structure. 1
@misc{_aframework,
abstract = {This paper presents a framework for unsupervised natural language morphology induction wherein candidate suffixes are grouped into candidate inflection classes, which are then arranged in a lattice structure. With similar candidate inflection classes placed near one another in the lattice, I propose this structure is an ideal search space in which to isolate the true inflection classes of a language. This paper discusses and motivates possible search strategies over the inflection class lattice structure. 1},
added-at = {2011-08-14T01:48:01.000+0200},
author = {Monson, Christian},
biburl = {https://www.bibsonomy.org/bibtex/2a1215000d0f1ff1b9d5cc8fe27873e12/jil},
description = {A Framework for Unsupervised Natural Language Morphology Induction},
interhash = {f651deabe8755153400b359048404439},
intrahash = {a1215000d0f1ff1b9d5cc8fe27873e12},
keywords = {candidate cic class induction inflection morphology suffix trie},
timestamp = {2013-11-23T20:11:51.000+0100},
title = {A Framework for Unsupervised Natural Language Morphology Induction},
url = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.132.757},
year = 2004
}