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Recent Advances in Natural Language Processing III

Selected papers from RANLP 2003

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  • Editors: Nicolas Nicolov1, Kalina Bontcheva2, Galia Angelova3, and Ruslan Mitkov4
  • Format: PDF
  • Publication Year: 2004
  • e-Book ISBN 9789027294685
Abstract

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).<br />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.

Subjects: Natural language processing; Theoretical linguistics

  • Affiliations: 1: IBM T.J. Watson Research Center; 2: University of Sheffield; 3: Bulgarian Academy of Sciences; 4: University of Wolverhampton

References

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