Advances in Natural Language Processing
Subtitle: 4th International Conference, EsTAL 2004, Alicante, Spain, October 20-22, 2004. Proceedings (Lecture Notes in Computer Science)
Contributors: José Luis Vicedo (Editor); Particio Martínez-Barco (Editor); Rafael Munoz (Editor); Maximiliano Saiz Noeda (Editor)
Edition: 1 edition
Publisher: Springer
Published: November 23, 2004
Language: eng
Format: Paperback
Number of pages: 488
ISBN-13: 9783540234982
Subjects: Computing and Information Technology; Natural language processing (Computer science); Computers; Artificial Intelligence - General; Computers - General Information; Logic; Computer Books: General; General; Computer Science; Computers / Artificial Intelligence; Congresses
First sentence: The automatic assignment of keywords to documents using full-text data is a subtask of Text Categorization, a growing area where Information Retrieval techniques and Machine Learning algorithms meet offering solutions to problems with real world collections.
Description: Advances in Natural Language Processing: 4th International Conference, EsTAL 2004, Alicante, Spain, October 20-22, 2004. Proceedings<br />Author: José Luis Vicedo, Patricio Martínez-Barco, Rafael Muńoz, Maximiliano Saiz Noeda<br /> Published by Springer Berlin Heidelberg<br /> ISBN: 978-3-540-23498-2<br /> DOI: 10.1007/b101638<br /><br />Table of Contents:<p></p><ul><li>Adaptive Selection of Base Classifiers in One-Against-All Learning for Large Multi-labeled Collections
</li><li>Automatic Acquisition of Transfer Rules from Translation Examples
</li><li>Automatic Assessment of Open Ended Questions with a Bleu-Inspired Algorithm and Shallow NLP
</li><li>Automatic Phonetic Alignment and Its Confidence Measures
</li><li>Automatic Spelling Correction in Galician
</li><li>Baseline Methods for Automatic Disambiguation of Abbreviations in Jewish Law Documents
</li><li>Bayes Decision Rules and Confidence Measures for Statistical Machine Translation
</li><li>Character Identification in Children Stories
</li><li>Comparison and Evaluation of Two Approaches of a Multilayered QA System Applied to Temporality
</li><li>The Contents and Structure of the Context Base, and Its Application
</li><li>Developing a Minimalist Parser for Free Word Order Languages with Discontinuous Constituency
</li><li>Developing Competitive HMM PoS Taggers Using Small Training Corpora
</li><li>Exploring the Use of Target-Language Information to Train the Part-of-Speech Tagger of Machine Translation Systems
</li><li>Expressive Power and Consistency Properties of State-of-the-Art Natural Language Parsers
</li><li>An Independent Domain Dialogue System Through a Service Manager
</li><li>Information Retrieval in Digital Theses Based on Natural Language Processing Tools
</li><li>Integrating Conceptual Density with WordNet Domains and CALD Glosses for Noun Sense Disambiguation
</li><li>Intertwining Deep Syntactic Processing and Named Entity Detection
</li><li>Language Understanding Using n-multigram Models
</li><li>Multi-label Text Classification Using Multinomial Models</li></ul>