Computational linguistics and intelligent text processing : 16th International Conference, CICLing 2015, Cairo, Egypt, April 14-20, 2015 : proceedings
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書誌事項
Computational linguistics and intelligent text processing : 16th International Conference, CICLing 2015, Cairo, Egypt, April 14-20, 2015 : proceedings
（Lecture notes in computer science, 9041-9042 . LNCS sublibrary: SL 1 - Theoretical computer science and general issues）
Springer, c2015
- 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 9783319181103
内容説明
The two volumes LNCS 9041 and 9042 constitute the proceedings of the 16th International Conference on Computational Linguistics and Intelligent Text Processing, CICLing 2015, held in Cairo, Egypt, in April 2015.
The total of 95 full papers presented was carefully reviewed and selected from 329 submissions. They were organized in topical sections on grammar formalisms and lexical resources; morphology and chunking; syntax and parsing; anaphora resolution and word sense disambiguation; semantics and dialogue; machine translation and multilingualism; sentiment analysis and emotion detection; opinion mining and social network analysis; natural language generation and text summarization; information retrieval, question answering, and information extraction; text classification; speech processing; and applications.
目次
Grammar Formalisms and Lexical Resources.- Towards a Universal Grammar for Natural Language Processing.- Deletions and Node Reconstructions in a Dependency-Based Multilevel Annotation Scheme.- Enriching, Editing, and Representing Interlinear Glossed Text.- Comparing Neural Lexical Models of a Classic National Corpus and a Web Corpus: The Case for Russian.- Lexical Network Enrichment Using Association Rules Model.- When Was Macbeth Written? Mapping Book to Time.- Tharawat: A Vision for a Comprehensive Resource for Arabic Computational Processing.- High Quality Arabic Lexical Ontology Based on MUHIT, WordNet, SUMO and DBpedia.- Building a Nasa Yuwe Language Test Collection.- Morphology and Chunking.- Making Morphologies the"Easy" Way.- To Split or Not, and If so, Where? Theoretical and Empirical Aspects of Unsupervised Morphological Segmentation.- Data-Driven Morphological Analysis and Disambiguation for Kazakh.- Statistical Sandhi Splitter for Agglutinative Languages.- Chunking in Turkish with Conditional Random Fields.- Syntax and Parsing.- Statistical Arabic Grammar Analyzer.- Bayesian Finite Mixture Models for Probabilistic Context-Free Grammars.- Employing Oracle Confusion for Parse Quality Estimation.- Experiments on Sentence Boundary Detection in User-Generated Web Content.- Anaphora Resolution and Word Sense Disambiguation.- An Investigation of Neural Embeddings for Coreference Resolution.- Feature Selection in Anaphora Resolution for Bengali: A Multiobjective Approach.- A Language Modeling Approach for Acronym Expansion Disambiguation.- Web Person Disambiguation Using Hierarchical Co-reference Model.- Semantics and Dialogue.- From Natural Logic to Natural Reasoning.- A Unified Framework to Identify and Extract Uncertainty Cues, Holders, and Scopes in One Fell-Swoop.- Lemon and Tea Are Not Similar: Measuring Word-to-Word Similarity by Combining Different Methods.- Domain-Specific Semantic Relatedness from Wikipedia Structure: A Case Study in Biomedical Text.- Unsupervised Induction of Meaningful Semantic Classes through Selectional Preferences.- Hypernym Extraction: Combining Machine-Learning and Dependency Grammar.- Arabic Event Detection in Social Media.- Learning Semantically Rich Event Inference Rules Using Definition of Verbs.- Rehabilitation of Count-Based Models for Word Vector Representations.- Word Representations in Vector Space and their Applications for Arabic.- Short Text Hashing Improved by Integrating Multi-granularity Topics and Tags.- A Computational Approach for Corpus Based Analysis of Reduplicated Words in Bengali.- Automatic Dialogue Act Annotation within Arabic Debates.- E-Quotes: Enunciative Modalities Analysis Tool for Direct Reported Speech in Arabic.- Textual Entailment Using Different Similarity Metrics.- Machine Translation and Multilingualism.- Translation Induction on Indian Language Corpora Using Translingual Themes from Other Languages.- English-Arabic Statistical Machine Translation: State of the Art.- Mining Parallel Resources for Machine Translation from Comparable Corpora.- Statistical Machine Translation from and into Morphologically Rich and Low Resourced Languages.- Adaptive Tuning for Statistical Machine Translation (AdapT).- A Hybrid Approach for Word Alignment with Statistical Modeling and Chunker.- Improving Bilingual Search Performance Using Compact Full-Text Indices.- Neutralizing the Effect of Translation Shifts on Automatic Machine Translation Evaluation.- Arabic Transliteration of Romanized Tunisian Dialect Text: A Preliminary Investigation.- Cross-Dialectal Arabic Processing.- Language Set Identification in Noisy Synthetic Multilingual Documents.- Feature Analysis for Native Language Identification.
- 巻冊次
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pt. 2 ISBN 9783319181165
内容説明
The two volumes LNCS 9041 and 9042 constitute the proceedings of the 16th International Conference on Computational Linguistics and Intelligent Text Processing, CICLing 2015, held in Cairo, Egypt, in April 2015.
The total of 95 full papers presented was carefully reviewed and selected from 329 submissions. They were organized in topical sections on grammar formalisms and lexical resources; morphology and chunking; syntax and parsing; anaphora resolution and word sense disambiguation; semantics and dialogue; machine translation and multilingualism; sentiment analysis and emotion detection; opinion mining and social network analysis; natural language generation and text summarization; information retrieval, question answering, and information extraction; text classification; speech processing; and applications.
目次
Sentiment Analysis and Emotion Detection.- The CLSA Model: A Novel Framework for Concept-Level Sentiment Analysis.- Building Large Arabic Multi-domain Resources for Sentiment Analysis.- Learning Ranked Sentiment Lexicons.- Modelling Public Sentiment in Twitter: Using Linguistic Patterns to Enhance Supervised Learning.- Trending Sentiment-Topic Detection on Twitter.- EmoTwitter - A Fine-Grained Visualization System for Identifying Enduring Sentiments in Tweets.- Feature Selection for Twitter Sentiment Analysis: An Experimental Study.- An Iterative Emotion Classification Approach for Microblogs.- Aspect-Based Sentiment Analysis Using Tree Kernel Based Relation Extraction.- Text Integrity Assessment: Sentiment Profile vs Rhetoric Structure.- Sentiment Classification with Graph Sparsity Regularization.- Detecting Emotion Stimuli in Emotion-Bearing Sentences.- Sentiment-Bearing New Words Mining: Exploiting Emoticons and Latent Polarities.- Identifying Temporal Information and Tracking Sentiment in Cancer Patients' Interviews.- Using Stylometric Features for Sentiment Classification.- Opinion Mining and Social Network Analysis.- Automated Linguistic Personalization of Targeted Marketing Messages Mining User-Generated Text on Social Media.- Inferring Aspect-Specific Opinion Structure in Product Reviews Using Co-training.- Summarizing Customer Reviews through Aspects and Contexts.- An Approach for Intention Mining of Complex Comparative Opinion Why Type Questions Asked on Product Review Sites.- TRUPI: Twitter Recommendation Based on Users' Personal Interests.- Detection of Opinion Spam with Character n-grams.- Content-Based Recommender System Enriched with Wordnet Synsets.- Active Learning Based Weak Supervision for Textual Survey Response Classification.- Detecting and Disambiguating Locations Mentioned in Twitter Messages.- Natural Language Generation and Text Summarization Satisfying Poetry Properties Using Constraint Handling Rules.- A Multi-strategy Approach for Lexicalizing Linked Open Data.- A Dialogue System for Telugu, a Resource-Poor Language.- Anti-Summaries: Enhancing Graph-Based Techniques for Summary Extraction with Sentiment Polarity.- A Two-Level Keyphrase Extraction Approach.- Information Retrieval, Question Answering, and Information Extraction Conceptual Search for Arabic Web Content.- Experiments with Query Expansion for Entity Finding.- Mixed Language Arabic-English Information Retrieval.- Improving Cross Language Information Retrieval Using Corpus Based Query Suggestion Approach.- Search Personalization via Aggregation of Multidimensional Evidence About User Interests.- Question Analysis for a Closed Domain Question Answering System.- Information Extraction with Active Learning: A Case Study in Legal Text.- Text Classification.- Term Network Approach for Transductive Classification.- Calculation of Textual Similarity Using Semantic Relatedness Functions.- Confidence Measure for Czech Document Classification.- An Approach to Tweets Categorization by Using Machine Learning Classifiers in Oil Business.- Speech Processing.- Long-Distance Continuous Space Language Modeling for Speech Recognition.- A Supervised Phrase Selection Strategy for Phonetically Balanced Standard Yoruba Corpus.- Semantic Role Labeling of Speech Transcripts.- Latent Topic Model Based Representations for a Robust Theme Identification of Highly Imperfect Automatic Transcriptions.- Probabilistic Approach for Detection of Vocal Pathologies in the Arabic Speech.- Applications.- Clustering Relevant Terms and Identifying Types of Statements in Clinical Records.- Medical Entities Tagging Using Distant Learning.- Identification of Original Document by Using Textual Similarities.- Kalema: Digitizing Arabic Content for Accessibility Purposes Using Crowdsourcing.- An Enhanced Technique for Offline Arabic Handwritten Words Segmentation.
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