Natural Language Processing – IJCNLP 2005: Second International Joint Conference, Jeju Island, Korea, October 11-13, 2005. Proceedings

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This book constitutes the thoroughly refereed proceedings of the Second International Joint Conference on Natural Language Processing, IJCNLP 2005, held in Jeju Island, Korea in October 2005.

The 88 revised full papers presented in this volume were carefully reviewed and selected from 289 submissions. The papers are organized in topical sections on information retrieval, corpus-based parsing, Web mining, rule-based parsing, disambiguation, text mining, document analysis, ontology and thesaurus, relation extraction, text classification, transliteration, machine translation, question answering, morphological analysis, text summarization, named entity recognition, linguistic resources and tools, discourse analysis, semantic analysis NLP applications, tagging, language models, spoken language, and terminology mining.

Author(s): Yi Hu, Jianyong Duan, Xiaoming Chen, Bingzhen Pei, Ruzhan Lu (auth.), Robert Dale, Kam-Fai Wong, Jian Su, Oi Yee Kwong (eds.)
Series: Lecture Notes in Computer Science 3651 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2005

Language: English
Pages: 1034
Tags: Artificial Intelligence (incl. Robotics); Algorithm Analysis and Problem Complexity; Mathematical Logic and Formal Languages; Information Storage and Retrieval; Document Preparation and Text Processing; Language Translation and Linguisti

Front Matter....Pages -
A New Method for Sentiment Classification in Text Retrieval....Pages 1-9
Topic Tracking Based on Linguistic Features....Pages 10-21
The Use of Monolingual Context Vectors for Missing Translations in Cross-Language Information Retrieval....Pages 22-33
Automatic Image Annotation Using Maximum Entropy Model....Pages 34-45
Corpus-Based Analysis of Japanese Relative Clause Constructions....Pages 46-57
Parsing Biomedical Literature....Pages 58-69
Parsing the Penn Chinese Treebank with Semantic Knowledge....Pages 70-81
Using a Partially Annotated Corpus to Build a Dependency Parser for Japanese....Pages 82-92
Entropy as an Indicator of Context Boundaries: An Experiment Using a Web Search Engine....Pages 93-105
Automatic Discovery of Attribute Words from Web Documents....Pages 106-118
Aligning Needles in a Haystack: Paraphrase Acquisition Across the Web....Pages 119-130
Confirmed Knowledge Acquisition Using Mails Posted to a Mailing List....Pages 131-142
Automatic Partial Parsing Rule Acquisition Using Decision Tree Induction....Pages 143-154
Chunking Using Conditional Random Fields in Korean Texts....Pages 155-164
High Efficiency Realization for a Wide-Coverage Unification Grammar....Pages 165-176
Linguistically-Motivated Grammar Extraction, Generalization and Adaptation....Pages 177-187
PP-Attachment Disambiguation Boosted by a Gigantic Volume of Unambiguous Examples....Pages 188-198
Adapting a Probabilistic Disambiguation Model of an HPSG Parser to a New Domain....Pages 199-210
A Hybrid Approach to Single and Multiple PP Attachment Using WordNet....Pages 211-222
Period Disambiguation with Maxent Model....Pages 223-232
Acquiring Synonyms from Monolingual Comparable Texts....Pages 233-244
A Method of Recognizing Entity and Relation....Pages 245-256
Inversion Transduction Grammar Constraints for Mining Parallel Sentences from Quasi-Comparable Corpora....Pages 257-268
Automatic Term Extraction Based on Perplexity of Compound Words....Pages 269-279
Document Clustering with Grouping and Chaining Algorithms....Pages 280-291
Using Multiple Discriminant Analysis Approach for Linear Text Segmentation....Pages 292-301
Classifying Chinese Texts in Two Steps....Pages 302-313
Assigning Polarity Scores to Reviews Using Machine Learning Techniques....Pages 314-325
Analogy as Functional Recategorization: Abstraction with HowNet Semantics....Pages 326-333
PLSI Utilization for Automatic Thesaurus Construction....Pages 334-345
Analysis of an Iterative Algorithm for Term-Based Ontology Alignment....Pages 346-356
Finding Taxonomical Relation from an MRD for Thesaurus Extension....Pages 357-365
Relation Extraction Using Support Vector Machine....Pages 366-377
Discovering Relations Between Named Entities from a Large Raw Corpus Using Tree Similarity-Based Clustering....Pages 378-389
Automatic Relation Extraction with Model Order Selection and Discriminative Label Identification....Pages 390-401
Mining Inter-Entity Semantic Relations Using Improved Transductive Learning....Pages 402-413
A Preliminary Work on Classifying Time Granularities of Temporal Questions....Pages 414-425
Classification of Multiple-Sentence Questions....Pages 426-437
A Rule Based Syllabification Algorithm for Sinhala....Pages 438-449
An Ensemble of Grapheme and Phoneme for Machine Transliteration....Pages 450-461
Improving Statistical Word Alignment with Ensemble Methods....Pages 462-473
Empirical Study of Utilizing Morph-Syntactic Information in SMT....Pages 474-485
Instance-Based Generation for Interactive Restricted Domain Question Answering Systems....Pages 486-497
Answering Definition Questions Using Web Knowledge Bases....Pages 498-506
Exploring Syntactic Relation Patterns for Question Answering....Pages 507-518
Web-Based Unsupervised Learning for Query Formulation in Question Answering....Pages 519-529
A Chunking Strategy Towards Unknown Word Detection in Chinese Word Segmentation....Pages 530-541
A Lexicon-Constrained Character Model for Chinese Morphological Analysis....Pages 542-552
Relative Compositionality of Multi-word Expressions: A Study of Verb-Noun (V-N) Collocations....Pages 553-564
Automatic Extraction of Fixed Multiword Expressions....Pages 565-575
Phrase-Based Statistical Machine Translation: A Level of Detail Approach....Pages 576-587
Why Is Zero Marking Important in Korean?....Pages 588-599
A Phrase-Based Context-Dependent Joint Probability Model for Named Entity Translation....Pages 600-611
Machine Translation Based on Constraint-Based Synchronous Grammar....Pages 612-623
A Machine Learning Approach to Sentence Ordering for Multidocument Summarization and Its Evaluation....Pages 624-635
Significant Sentence Extraction by Euclidean Distance Based on Singular Value Decomposition....Pages 636-645
Two-Phase Biomedical Named Entity Recognition Using A Hybrid Method....Pages 646-657
Heuristic Methods for Reducing Errors of Geographic Named Entities Learned by Bootstrapping....Pages 658-669
Building a Japanese-Chinese Dictionary Using Kanji/Hanzi Conversion....Pages 670-681
Automatic Acquisition of Basic Katakana Lexicon from a Given Corpus....Pages 682-693
CTEMP: A Chinese Temporal Parser for Extracting and Normalizing Temporal Information....Pages 694-706
French-English Terminology Extraction from Comparable Corpora....Pages 707-718
A Twin-Candidate Model of Coreference Resolution with Non-Anaphor Identification Capability....Pages 719-730
Improving Korean Speech Acts Analysis by Using Shrinkage and Discourse Stack....Pages 731-741
Anaphora Resolution for Biomedical Literature by Exploiting Multiple Resources....Pages 742-753
Automatic Slide Generation Based on Discourse Structure Analysis....Pages 754-766
Using the Structure of a Conceptual Network in Computing Semantic Relatedness....Pages 767-778
Semantic Role Labelling of Prepositional Phrases....Pages 779-791
Global Path-Based Refinement of Noisy Graphs Applied to Verb Semantics....Pages 792-803
Semantic Role Tagging for Chinese at the Lexical Level....Pages 804-814
Detecting Article Errors Based on the Mass Count Distinction....Pages 815-826
Principles of Non-stationary Hidden Markov Model and Its Applications to Sequence Labeling Task....Pages 827-837
Integrating Punctuation Rules and Naïve Bayesian Model for Chinese Creation Title Recognition....Pages 838-848
A Connectionist Model of Anticipation in Visual Worlds....Pages 849-861
Automatically Inducing a Part-of-Speech Tagger by Projecting from Multiple Source Languages Across Aligned Corpora....Pages 862-873
The Verbal Entries and Their Description in a Grammatical Information-Dictionary of Contemporary Tibetan....Pages 874-884
Tense Tagging for Verbs in Cross-Lingual Context: A Case Study....Pages 885-895
Regularisation Techniques for Conditional Random Fields: Parameterised Versus Parameter-Free....Pages 896-907
Exploiting Lexical Conceptual Structure for Paraphrase Generation....Pages 908-919
Word Sense Disambiguation by Relative Selection....Pages 920-932
Towards Robust High Performance Word Sense Disambiguation of English Verbs Using Rich Linguistic Features....Pages 933-944
Automatic Interpretation of Noun Compounds Using WordNet Similarity....Pages 945-956
An Empirical Study on Language Model Adaptation Using a Metric of Domain Similarity....Pages 957-968
A Comparative Study of Language Models for Book and Author Recognition....Pages 969-980
Lexical Choice via Topic Adaptation for Paraphrasing Written Language to Spoken Language....Pages 981-992
A Case-Based Reasoning Approach for Speech Corpus Generation....Pages 993-1003
Web-Based Terminology Translation Mining....Pages 1004-1016
Extracting Terminologically Relevant Collocations in the Translation of Chinese Monograph....Pages 1017-1028
Back Matter....Pages -