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Fourth Conference on Computational Natural Language Learning and the Second Learning Language in Logic Workshop

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Learning in Natural Language: Theory and Algorithmic Approaches
Dan Roth

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Corpus-Based Grammar Specialization
Nicola Cancedda | Christer Samuelsson

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Pronunciation by Analogy in Normal and Impaired Readers
R.I. Damper | Y. Marchand

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The Role of Algorithm Bias vs Information Source in Learning Algorithms for Morphosyntactic Disambiguation
Guy De Pauw | Walter Daelemans

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Increasing our Ignorance’ of Language: Identifying Language Structure in an Unknown ‘Signal’
John Elliot | Eric Atwell | Bill Whyte

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A Comparison between Supervised Learning Algorithms for Word Sense Disambiguation
Gerard Escudero | Lluís Màrquez | German Rigau

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Incorporating Position Information into a Maximum Entropy/Minimum Divergence Translation Model
George Foster

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Memory-Based Learning for Article Generation
Guido Minnen | Francis Bond | Ann Copestake

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Overfitting Avoidance for Stochastic Modeling of Attribute-Value Grammars
Tony Mullen | Miles Osborne

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Learning Distributed Linguistic Classes
Stephan Raaijmakers

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Modeling the Effect of Cross-Language Ambiguity on Human Syntax Acquisition
William Gregory Sakas

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Knowledge-Free Induction of Morphology Using Latent Semantic Analysis
Patrick Schone | Daniel Jurafsky

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Using Induced Rules as Complex Features in Memory-Based Language Learning
Antal van den Bosch

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Using Perfect Sampling in Parameter Estimation of a Whole Sentence Maximum Entropy Language Model
F. Amaya | J. M. Benedí

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Experiments on Unsupervised Learning for Extracting Relevant Fragments from Spoken Dialog Corpus
Konstantin Biatov

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Generating Synthetic Speech Prosody with Lazy Learning in Tree Structures
Laurent Blin | Laurent Miclet

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Inducing Syntactic Categories by Context Distribution Clustering
Alexander Clark

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ALLiS: a Symbolic Learning System for Natural Language Learning
Hervé Déjean

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Combining Text and Heuristics for Cost-Sensitive Spam Filtering
José M. Gómez Hidalgo | Manual Maña López | Enrique Puertas Sanz

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Genetic Algorithms for Feature Relevance Assignment in Memory-Based Language Processing
Anne Kool | Walter Daelemans | Jakub Zavrel

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Shallow Parsing by Inferencing with Classifiers
Vasin Punyakanok | Dan Roth

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Minimal Commitment and Full Lexical Disambiguation: Balancing Rules and Hidden Markov Models
Patrick Ruch | Robert Baud | Pierrette Bouillon | Gilbert Robert

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Learning IE Rules for a Set of Related Concepts
J. Turmo | H. Rodriguez

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A Default First Order Family Weight Determination Procedure for WPDV Models
Hans van Halteren

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A Comparison of PCFG Models
Jose Luis Verdú-Mas | Jorge Calera-Rubio | Rafael C. Carrasco

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Introduction to the CoNLL-2000 Shared Task Chunking
Erik F. Tjong Kim Sang | Sabine Buchholz

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Learning Syntactic Structures with XML
Hervé Déjean

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A Context Sensitive Maximum Likelihood Approach to Chunking
Christer Johansson

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Chunking with Maximum Entropy Models
Rob Koeling

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Use of Support Vector Learning for Chunk Identification
Taku Kudoh | Yuji Matsumoto

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Shallow Parsing as Part-of-Speech Tagging
Miles Osborne

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Improving Chunking by Means of Lexical-Contextual Information in Statistical Language Models
Ferran Pla | Antonio Molina | Natividad Prieto

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Text Chunking by System Combination
Erik F. Tjong Kim Sang

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Chunking with WPDV Models
Hans van Halteren

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Single-Classifier Memory-Based Phrase Chunking
Jorn Veenstra | Antal van den Bosch

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Phrase Parsing with Rule Sequence Processors: an Application to the Shared CoNLL Task
Marc Vilain | David Day

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Hybrid Text Chunking
GuoDong Zhou | Jian Su | TongGuan Tey

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Extracting a Domain-Specific Ontology from a Corporate Intranet
Jörg-Uwe Kietz | Raphael Volz | Alexander Maedche

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Learning from a Substructural Perspective
Pieter Adriaans | Erik de Haas

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Incorporating Linguistics Constraints into Inductive Logic Programming
James Cussens | Stephen Pulman

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Learning from Parsed Sentences with INTHELEX
F. Esposito | S. Ferilli | N. Fanizzi | G. Semeraro

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Inductive Logic Programming for Corpus-Based Acquisition of Semantic Lexicons
Pascale Sébillot | Pierrette Bouillon | Cecile Fabre

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The Acquisition of Word Order by a Computational Learning System
Aline Villavicencio

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Recognition and Tagging of Compound Verb Groups in Czech
Eva Zácková | Luboš Popelínský | Miloš Nepil