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Recent Advances in Natural Language Processing III: Selected Papers from Ranlp 2003
     

Recent Advances in Natural Language Processing III: Selected Papers from Ranlp 2003

by Nicolas Nicolov (Editor), Kalina Bontcheva (Editor), Galia Angelova (Editor), Ruslan Mitkov (Editor)
 
This volume brings together revised versions of a selection of papers presented at the 2003 International Conference on “Recent Advances in Natural Language Processing”. A wide range of topics is covered in the volume: semantics, dialogue, summarization, anaphora resolution, shallow parsing, morphology, part-of-speech tagging, named entity, question

Overview

This volume brings together revised versions of a selection of papers presented at the 2003 International Conference on “Recent Advances in Natural Language Processing”. A wide range of topics is covered in the volume: semantics, dialogue, summarization, anaphora resolution, shallow parsing, morphology, part-of-speech tagging, named entity, question answering, word sense disambiguation, information extraction. Various ‘state-of-the-art’ techniques are explored: finite state processing, machine learning (support vector machines, maximum entropy, decision trees, memory-based learning, inductive logic programming, transformation-based learning, perceptions), latent semantic analysis, constraint programming. The papers address different languages (Arabic, English, German, Slavic languages) and use different linguistic frameworks (HPSG, LFG, constraint-based DCG).
This book will be of interest to those who work in computational linguistics, corpus linguistics, human language technology, translation studies, cognitive science, psycholinguistics, artificial intelligence, and informatics.

Product Details

ISBN-13:
9781588116185
Publisher:
John Benjamins Publishing Company
Publication date:
01/28/2004
Series:
Current Issues in Linguistic Theory Series
Pages:
416

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