Recent Advances in Natural Language Processing III
Selected papers from RANLP 2003
- Editor(s): Nicolas Nicolov 1 , Kalina Bontcheva 2 , Galia Angelova 3 and Ruslan Mitkov 4
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View Affiliations Hide AffiliationsAffiliations:1 IBM T.J. Watson Research Center2 University of Sheffield3 Bulgarian Academy of Sciences4 University of Wolverhampton
- Format: PDF
- Publication Date November 2004
- e-Book ISBN: 9789027294685
- DOI: https://doi.org/10.1075/cilt.260
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.
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