Computational linguistics and intelligent text processing : 14th International Conference, CICLing 2013, Samos, Greece, March 24-30, 2013 : proceedings
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書誌事項
Computational linguistics and intelligent text processing : 14th International Conference, CICLing 2013, Samos, Greece, March 24-30, 2013 : proceedings
（Lecture notes in computer science, 7816-7817 . LNCS sublibrary: SL 1 - Theoretical computer science and general issues）
Springer, c2013
- pt. 1
- pt. 2
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注記
Includes bibliographical references and index
内容説明・目次
- 巻冊次
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pt. 1 ISBN 9783642372469
内容説明
This two-volume set, consisting of LNCS 7816 and LNCS 7817, constitutes the thoroughly refereed proceedings of the 13th International Conference on Computer Linguistics and Intelligent Processing, CICLING 2013, held on Samos, Greece, in March 2013. The total of 91 contributions presented was carefully reviewed and selected for inclusion in the proceedings. The papers are organized in topical sections named: general techniques; lexical resources; morphology and tokenization; syntax and named entity recognition; word sense disambiguation and coreference resolution; semantics and discourse; sentiment, polarity, subjectivity, and opinion; machine translation and multilingualism; text mining, information extraction, and information retrieval; text summarization; stylometry and text simplification; and applications.
目次
General Techniques.- Unsupervised Feature Adaptation for Cross-Domain NLP with an Application to Compositionality Grading.- Syntactic Dependency-Based N-grams: More Evidence of Usefulness in Classification.- Lexical Resources.- A Quick Tour of BabelNet 1.1 (Invited paper).- Automatic Pipeline Construction for Real-Time Annotation.- A Multilingual GRUG Treebank for Underresourced Languages.- Creating an Annotated Corpus for Extracting Canonical Citations from Classics-Related Texts by Using Active Annotation.- Approaches of Anonymisation of an SMS Corpus.- A Corpus Based Approach for the Automatic Creation of Arabic Broken Plural Dictionaries.- Temporal Classifiers for Predicting the Expansion of Medical Subject Headings.- Knowledge Discovery on Incompatibility of Medical Concepts.- Extraction of Part-Whole Relations from Turkish Corpora.- Chinese Terminology Extraction Using EM-Based Transfer Learning Method.- Orthographic Transcription for Spoken Tunisian Arabic.- Morphology and Tokenization.- An Improved Stemming Approach Using HMM for a Highly Inflectional Language.- Semi-automatic Acquisition of Two-Level Morphological Rules for Iban Language.- Finite State Morphology for Amazigh Language.- New Perspectives in Sinographic Language Processing through the Use of Character Structure.- The Application of Kalman Filter Based Human-Computer Learning Model to Chinese Word Segmentation.- Machine Learning for High-Quality Tokenization Replicating Variable Tokenization Schemes.- Syntax and Named Entity Recognition Structural Prediction in Incremental Dependency Parsing.- Semi-supervised Constituent Grammar Induction Based on Text Chunking Information.- Turkish Constituent Chunking with Morphological and Contextual Features.- Enhancing Czech Parsing with Verb Valency Frames.- An Automatic Approach to Treebank Error Detection Using a Dependency Parser.- Topic-Oriented Words as Features for Named Entity Recognition (Best Paper Award, Second Place).- Named Entities in Judicial Transcriptions: Extended Conditional Random Fields.- Introducing Baselines for Russian Named Entity Recognition.- Word Sense Disambiguation and Coreference Resolution Five Languages Are Better Than One: An Attempt to Bypass the Data Acquisition Bottleneck for WSD (Best Paper Award, Third Place).- Analyzing the Sense Distribution of Concordances Obtained by Web as Corpus Approach.- MaxMax: A Graph-Based Soft Clustering Algorithm Applied to Word Sense Induction.- A Model of Word Similarity Based on Structural Alignment of Subject-Verb-Object Triples.- Coreference Annotation Schema for an Inflectional Language.- Exploring Coreference Uncertainty of Generically Extracted Event Mentions.- Semantics and Discourse.- LIARc: Labeling Implicit ARguments in Spanish Deverbal Nominalizations.- Automatic Detection of Idiomatic Clauses (Best Paper Award, First Place).- Evaluating the Results of Methods for Computing Semantic Relatedness.- Similarity Measures Based on Latent Dirichlet Allocation.- Evaluating the Premises and Results of Four Metaphor Identification Systems.- Determining the Conceptual Space of Metaphoric Expressions.- What is being Measured in an Information Graphic? .- Comparing Discourse Tree Structures.- Assessment of Different Workflow Strategies for Annotating Discourse Relations: A Case Study with HDRB.- Building a Discourse Parser for Informal Mathematical Discourse in the Context of a Controlled Natural Language.- Discriminative Learning of First-Order Weighted Abduction from Partial Discourse Explanations.- Facilitating the Analysis of Discourse Phenomena in an Interoperable NLP Platform.
- 巻冊次
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pt. 2 ISBN 9783642372551
内容説明
This two-volume set, consisting of LNCS 7816 and LNCS 7817, constitutes the thoroughly refereed proceedings of the 13th International Conference on Computer Linguistics and Intelligent Processing, CICLING 2013, held on Samos, Greece, in March 2013. The total of 91 contributions presented was carefully reviewed and selected for inclusion in the proceedings. The papers are organized in topical sections named: general techniques; lexical resources; morphology and tokenization; syntax and named entity recognition; word sense disambiguation and coreference resolution; semantics and discourse; sentiment, polarity, subjectivity, and opinion; machine translation and multilingualism; text mining, information extraction, and information retrieval; text summarization; stylometry and text simplification; and applications.
目次
Sentiment, Polarity, Emotion, Subjectivity, and Opinion.- Damping Sentiment Analysis in Online Communication: Discussions, Monologs and Dialogs (Invited paper).- Optimal Feature Selection for Sentiment Analysis.- Measuring the Effect of Discourse Structure on Sentiment Analysis.- Lost in Translation: Viability of Machine Translation for Cross Language Sentiment Analysis.- An Enhanced Semantic Tree Kernel for Sentiment Polarity Classification.- Combining Supervised and Unsupervised Polarity Classification for non-English Reviews.- Word Polarity Detection Using a Multilingual Approach.- Mining Automatic Speech Transcripts for the Retrieval of Problematic Calls.- Cross-Lingual Projections vs. Corpora Extracted Subjectivity Lexicons for Less-Resourced Languages.- Predicting Subjectivity Orientation of Online Forum Threads.- Distant Supervision for Emotion Classification with Discrete Binary Values.- Using Google n-grams to Expand Word-Emotion Association Lexicon.- A Joint Prediction Model for Multiple Emotions Analysis in Sentences.- Evaluating the Impact of Syntax and Semantics on Emotion Recognition from Text.- Chinese Emotion Lexicon Developing via Multi-lingual Lexical Resources Integration.- N-Gram-Based Recognition of Threatening Tweets.- Distinguishing the Popularity between Topics: A System for Up-to-Date
Opinion Retrieval and Mining in the Web.- Machine Translation and Multilingualism.- No Free Lunch in Factored Phrase-Based Machine Translation.- Domain Adaptation in Statistical Machine Translation Using
Comparable Corpora: Case Study for English Latvian IT Localisation (Best Student Paper Award).- Assessing the Accuracy of Discourse Connective Translations: Validation of an Automatic Metric.- An Empirical Study on Word Segmentation for Chinese Machine Translation.- Class-Based Language Models for Chinese-English Parallel Corpus.- Building a Bilingual Dictionary from a Japanese-Chinese Patent Corpus.- A Diagnostic Evaluation Approach for English to Hindi MT Using Linguistic Checkpoints and Error Rates.- Leveraging Arabic-English Bilingual Corpora with Crowd
Sourcing-Based Annotation for Arabic-Hebrew SMT.- Automatic and Human Evaluation on English-Croatian Legislative Test Set.- Text Mining, Information Extraction, and Information Retrieval.- Enhancing Search: Events and Their Discourse Context (Invited paper).- Distributional Term Representations for Short-Text Categorization.- Learning Bayesian Network Using Parse Trees for Extraction of Protein-Protein Interaction.- A Model for Information Extraction in Portuguese Based on Text Patterns.- A Study on Query Expansion Based on Topic Distributions of Retrieved
Documents.- Link Analysis for Representing and Retrieving Legal Information.- Text Summarization.- Discursive Sentence Compression.- A Knowledge Induced Graph-Theoretical Model for Extract and Abstract Single Document Summarization.- Hierarchical Clustering in Improving Microblog Stream Summarization.- Summary Evaluation: Together We Stand NPowER-ed.- Stylometry and Text Simplification Explanation in Computational Stylometry (Invited paper).- The Use of Orthogonal Similarity Relations in the Prediction of Authorship.- ERNESTA: A Sentence Simplification Tool for Children's Stories in Italian.- Automatic Text Simplification in Spanish: A Comparative Evaluation of Complementing Modules.- The Impact of Lexical Simplification by Verbal Paraphrases for People with and without Dyslexia.- Detecting Apposition for Text Simplification in Basque.- Applications.- Automation of Linguistic Creativitas for Adslogia.- Allongos: Longitudinal Alignment for the Genetic Study of Writers' Drafts.- A Combined Method Based on Stochastic and Linguistic Paradigm for the Understanding of Arabic Spontaneous Utterances.- Evidence in Automatic Error Correction Improves Learners' English Skill.
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