Learning Language in Logic

by Cussens, James; Dzeroski, Saso

• ISBN13: 9783540411451
• ISBN10: 3540411453
• Format: Paperback
• Copyright: 2000-09-01
• Publisher: Springer Verlag

Summary

The two-volume set LNCS 1842/1843 constitutes the refereed proceedings of the 6th European Conference on Computer Vision, ECCV 2000, held in Dublin, Ireland in June/July 2000. The 116 revised full papers presented were carefully selected from a total of 266 submissions. The two volumes offer topical sections on recognitions and modelling; stereoscopic vision; texture and shading; shape; structure from motion; image features; active, real-time, and robot vision; segmentation and grouping; vision systems engineering and evaluation; calibration; medical image understanding; and visual motion.

Table of Contents

I Introductions & Overviews
An Introduction to Inductive Logic Programming and Learning Language in Logic	3	(33)
Saso Dzeroski
James Cussens
Suresh Manandhar
A Brief Introduction to Natural Language Processing for Non-linguists	36	(13)
Cynthia A. Thompson
A Closer Look at the Automatic Induction of Linguistic Knowledge	49	(8)
Eric Brill
Learning for Semantic Interpretation: Scaling Up without Dumbing Down	57	(12)
Raymond J. Mooney
II Morphology & Phonology
Learning to Lemmatise Slovene Words	69	(20)
Saso Dzeroski
Tomaz Erjavec
Achievements and Prospects of Learning Word Morphology with Inductive Logic Programming	89	(21)
Dimitar Kazakov
Learning the Logic of Simple Phonotactics	110	(17)
Erik F. Tjong Kim Sang
John Nerbonne
III Syntax
Grammar Induction as Substructural Inductive Logic Programming	127	(16)
Pieter Adriaans
Erik de Haas
Experiments in Inductive Chart Parsing	143	(14)
James Cussens
Stephen Pulman
ILP in Part-of-Speech Tagging---An Overview	157	(13)
Martin Eineborg
Nikolaj Lindberg
Iterative Part-of-Speech Tagging	170	(14)
Alipio Jorge
Alneu de Andrade Lopes
DCG Induction Using MDL and Parsed Corpora	184	(15)
Miles Osborne
Learning Log-Linear Models on Constraint-Based Grammars for Disambiguation	199	(19)
Stefan Riezler
Unsupervised Lexical Learning with Categorial Grammars Using the LLL Corpus	218	(19)
Stephen Watkinson
Suresh Manandhar
Induction of Recursive Transfer Rules	237	(10)
Henrik Bostrom
Learning for Text Categorization and Information Extraction with ILP	247	(12)
Markus Junker
Michael Sintek
Matthias Rinck
Corpus-Based Learning of Semantic Relations by the ILP System, Asium	259	(20)
Claire Nedellec
Improving Learning by Choosing Examples Intelligently in Two Natural Language Tasks	279	(22)
Cynthia A. Thompson
Mary Elaine Califf
Author Index	301