Recent Advances in Natural Language Processing IV

Name: Recent Advances in Natural Language Processing IV | Selected papers from RANLP 2005
Brand: John Benjamins Publishing Company
Price: 144.99 EUR
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Selected papers from RANLP 2005

Nicolas Nicolov Kalina Bontcheva Galia Angelova Ruslan Mitkov(Editor)

John Benjamins Publishing Company

1st Edition

Published on 13. December 2007

XII, 307 pages

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978-90-272-9128-8 (ISBN)

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Recent Advances in Natural Language Processing IV
Editorial page
Title page
LCC data
CONTENTS
Editors' Foreword
Linguistic Challenges for Computationalists
1 Introduction
2 Computational linguistics
3 Dialectology
4 Diachronic linguistics
5 Language acquisition
6 Language contact
7 Other areas
8 Conclusions
REFERENCES
NLP: An Information Extraction Perspective
1 The challenges of information extraction
2 Identifying instances of a linguistic expression
3 Finding linguistic expressions of an event or relation
4 Discovering what's important
REFERENCES
Semantic Indexing using Minimum Redundancy Cut in Ontologies
1 Introduction
2 Minimum redundancy cut in an ontology
3 Experiments
4 Discussion and conclusion
REFERENCES
Indexing and Querying Linguistic Metadata and Document Content
1 Introduction
2 GATE
3 ANNIC
4 ANNIC user interface
5 Applications of ANNIC
6 Performance results
7 Related work
REFERENCES
Term Representation with Generalized Latent Semantic Analysis
1 Introduction
2 Generalized Latent Semantic Analysis
3 Related approaches
4 Experiments
5 Conclusion and future work
REFERENCES
Multilingual Dependency Parsing: A Pipeline Approach
1 Introduction
2 Dependency parsing as a pipeline model
3 Experimental study
4 Extensions: Non-projective trees and edge labels
5 Conclusions and further work
REFERENCES
How Does Treebank Annotation Influence Parsing?
1 Introduction
2 The Negra and the T¨uBa-D/Z treebanks
3 Comparing treebanks for parsing
4 Discussion of the results of the comparison
5 Conclusion and future work
REFERENCES
The SenSem Project: Syntactico-Semantic Annotation of Sentences in Spanish
1 Introduction
2 Related work
3 Levels of annotation
4 Annotation process
5 Preliminary results of annotation
6 Conclusions and future work
REFERENCES
Generating Referring Expressions: Past, Present and Future
1 Introduction
2 What's involved in referring expression generation
3 A history of work in the area
4 Outstanding issues
5 Conclusions
REFERENCES
A Data-driven Approach to Pronominal Anaphora Resolution for German
1 Introduction
3 Data
4 Experiments
5 Evaluation
6 Comparison with related work
7 Summary and future work
REFERENCES
Efficient Spam Analysis for Weblogs through URL Segmentation
1 Introduction
2 Engineering of splogs
3 URL segmentation
4 URL classification
5 Experiments and results
6 Discussion
7 Future work
8 Conclusions
REFERENCES
Document Classification Using Semantic Networks with an Adaptive Similarity Measure
1 Introduction
2 Document representation
3 Weight update algorithm
4 Evaluation
5 Conclusions and future work
REFERENCES
Appendix 1
Text Summarization for Improved Text Classification
1 Introduction
2 Text categorization using extractive summarization
3 Experimental results
4 Related work
5 Conclusions
REFERENCES
Exploiting Linguistic Cues to Classify Rhetorical Relations
1 Introduction
2 Related research
3 Our approach
4 Experiments
5 Conclusion
REFERENCES
Tree Edit Distance for Textual Entailment
1 Introduction
2 Tree edit distance on dependency trees
3 System architecture
4 Experiments and results
5 Discussion
6 Conclusion and future work
REFERENCES
A Genetic Algorithm for Optimising Information Retrieval with Linguistic Features in Question Answering
1 Introduction
2 Information retrieval with linguistic features
3 A Genetic Algorithm for query optimisation
4 Experiments
5 Conclusions and future work
REFERENCES
Lexico-Syntactic Subsumption for Textual Entailment
1 Introduction
2 Related work
3 Approach
4 Experiments and results
5 Conclusions
REFERENCES
A Knowledge-based Approach to Text-to-Text Similarity
1 Introduction
2 Measuring text semantic similarity
3 Application 1: Paraphrase and entailment recognition
4 Application 2: Word sense similarity
5 Discussion and conclusions
REFERENCES
A Simple WWW-based Method for Semantic Word Class Acquisition
1 Introduction
2 Previous work
3 Proposed method
4 Experiments
5 Conclusions
REFERENCES
Automatic Building of Wordnets
1 Introduction
2 Assumptions
3 Selection of concepts and resources used
4 Notation introduction and the idea of heuristics
5 The synonymy heuristic rule
6 The hyperonymy heuristic rule
7 The domain heuristic
8 The monolingual dictionary heuristic rule
9 Combining results
10 Import of relations
11 Conclusions
REFERENCES
Lexical Transfer Selection Using Annotated Parallel Corpora
1 Background
2 Proposed method
3 Results
REFERENCES
Multi-Perspective Evaluation of the FAME Speech-to-Speech Translation System for Catalan, English and Spanish
1 Introduction
2 System architecture
3 Evaluation
4 Conclusions
REFERENCES
Parallel Corpora for Medium Density Languages
1 Introduction
2 Collecting and preparing the corpus
3 Sentence level alignment
4 Evaluation
5 Conclusion
REFERENCES
The Role of Data in NLP: The Case for Dataset Profiling
1 Data matters
2 Sparseness
3 Profiling collection bias
4 Measures for profiling
5 Conclusion
REFERENCES
Even Very Frequent Function Words Do Not Distribute Homogeneously
1 Introduction
2 Experimental framework
3 Experimental results
4 Conclusion
REFERENCES
Exploiting Parallel Texts to Produce a Multilingual Sense Tagged Corpus for Word Sense Disambiguation
1 Introduction
2 The sense tagging approach
3 Evaluation and discussion
4 Conclusions
REFERENCES
Detecting Dangerous Coordination Ambiguities Using Word Distribution
1 Introduction
2 Methodology
3 Related research
4 Disambiguation empirical study
5 Evaluation and discussion
6 Conclusions and further work
REFERENCES
List and Addresses of Contributors
Index of Subjects and Terms
The series Current Issues in Linguistic Theory (CILT)

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Recent Advances in Natural Language Processing IV

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