Natural Language Processing Using Very Large Corpora [electronic resource] / edited by S. Armstrong, Kenneth W. Church, Pierre Isabelle, Sandra Manzi, Evelyne Tzoukermann, David Yarowsky.

Erişim Adresi
Link
ISBN
9789401723909
Dil Kodu
İngilizce
Yer Numarası
DK/8320
Basım Bildirimi
1st ed. 1999.
Yayın Bilgisi
Dordrecht : Springer Netherlands : Imprint: Springer, 1999.
Fiziksel Niteleme
XV, 305 p. online resource.
Dizi
Text, Speech and Language Technology, 2542-9388 ; 11
İçindekiler Notu
Implementation and Evaluation of a German HMM for POS Disambiguation -- Improvements in Part-of-Speech Tagging with an Application To German -- Unsupervised Learning of Disambiguation Rules for Part-of-Speech Tagging -- Tagging French without Lexical Probabilities — Combining Linguistic Knowledge and Statistical Learning -- Example-Based Sense Tagging of Running Chinese Text -- Disambiguating Noun Groupings with Respect to WordNet Senses -- A Comparison of Corpus-based Techniques for Restoring Accents in Spanish and French Text -- Beyond Word N-Grams -- Statistical Augmentation of a Chinese Machine-Readable Dictionary -- Text Chunking Using Transformation-based Learning -- Prepositional Phrase Attachment through a Backed-off Model -- On the Unsupervised Induction of Phrase-Structure Grammars -- Robust Bilingual Word Alignment for Machine Aided Translation -- Iterative Alignment of Syntactic Structures for a Bilingual Corpus -- Trainable Coarse Bilingual Grammars for Parallel Text Bracketing -- Comparative Discourse Analysis of Parallel Texts -- Comparing the Retrieval Performance of English and Japanese Text Databases -- Inverse Document Frequency (IDF): A Measure of Deviations from Poisson -- List of Authors.
Özet, vb.
ABOUT THIS BOOK This book is intended for researchers who want to keep abreast of cur­ rent developments in corpus-based natural language processing. It is not meant as an introduction to this field; for readers who need one, several entry-level texts are available, including those of (Church and Mercer, 1993; Charniak, 1993; Jelinek, 1997). This book captures the essence of a series of highly successful work­ shops held in the last few years. The response in 1993 to the initial Workshop on Very Large Corpora (Columbus, Ohio) was so enthusias­ tic that we were encouraged to make it an annual event. The following year, we staged the Second Workshop on Very Large Corpora in Ky­ oto. As a way of managing these annual workshops, we then decided to register a special interest group called SIGDAT with the Association for Computational Linguistics. The demand for international forums on corpus-based NLP has been expanding so rapidly that in 1995 SIGDAT was led to organize not only the Third Workshop on Very Large Corpora (Cambridge, Mass. ) but also a complementary workshop entitled From Texts to Tags (Dublin). Obviously, the success of these workshops was in some measure a re­ flection of the growing popularity of corpus-based methods in the NLP community. But first and foremost, it was due to the fact that the work­ shops attracted so many high-quality papers.
Konu
Computational linguistics.
Artificial intelligence.
Electrical engineering.
Computational Linguistics.
Artificial Intelligence.
Electrical and Electronic Engineering.
Diğer Yazarlar
Armstrong, S.
Church, Kenneth W.
Isabelle, Pierre.
Manzi, Sandra.
Tzoukermann, Evelyne.
Yarowsky, David.
Kurum Adı
SpringerLink (Online service)
İşlemler