Distributional regularity and phonotactic constraints are useful for segmentation

MR Brent, TA Cartwright - Cognition, 1996 - Elsevier
In order to acquire a lexicon, young children must segment speech into words, even though
most words are unfamiliar to them. This is a non-trivial task because speech lacks any …

Generalizing case frames using a thesaurus and the MDL principle

H Li, N Abe - arXiv preprint cmp-lg/9507011, 1995 - arxiv.org
We address the problem of automatically acquiring case-frame patterns from large corpus
data. In particular, we view this problem as the problem of estimating a (conditional) …

From grammar to lexicon: Unsupervised learning of lexical syntax

MR Brent - Using large corpora, 1994 - books.google.com
Imagine a language that is completely unfamiliar; the only means of studying it are an
ordinary grammar book and a very large corpus of text. No dictionary is available. How can …

[图书][B] The machine learning of phonological structure

TM Ellison - 1994 - academia.edu
Imagine that you are an archeologist working in the central plains of Asia. One day, while
rooting around for replaces and int shards in a cave, you happen across an ornately carved …

Discovering morphemic suffixes a case study in MDL induction

MR Brent, SK Murthy… - Pre-proceedings of the …, 1995 - proceedings.mlr.press
This paper reports experiments in the automatic discovery of linguistically significant
regularities in text. The minimum description length principle is exploited to evaluate …

Minimal generative explanations: A middle ground between neurons and triggers

M Brent - Proc. of the 15th Annual Meeting of the Cognitive …, 1993 - books.google.com
This paper describes a class of procedures for discovering linguistic structure, along with
some specific procedures and measures of their effectiveness. This approach is well-suited …

[图书][B] Apprentissage automatique de la morphologie: Le cas des structures racine-schème

A Xanthos - 2008 - books.google.com
Quelle est la quantité d'information nécessaire a priori pour découvrir la structure d'une
langue? Le paradigme de l'apprentissage automatique porte sur la question un éclairage …

A Probabilistic Approach to Lexical Semantic Knowledge Acquisition and S tructural Disambiguation

H Li - arXiv preprint cs/9812001, 1998 - arxiv.org
In this thesis, I address the problem of automatically acquiring lexical semantic knowledge,
especially that of case frame patterns, from large corpus data and using the acquired …

The Induction of Phonological Structure

T Mayer - 2012 - kops.uni-konstanz.de
This dissertation explores to what extent phonological structure can be inferred from the
distribution of sounds within words. For this purpose, a typologically oriented computational …

[PDF][PDF] A Probabilistic Approach to Lexical Semantic Knowledge Acquisition and Structural Disambiguation

LI Hang - 1998 - Citeseer
Structural disambiguation in sentence analysis is still a central problem in natural language
processing. Past researches have verified that using lexical semantic knowledge can, to a …