Computational Linguistics And Intelligent Text Processing: 13th International Conference, Cicling 2012, New Delhi, India, March 11-17, 2012, Proceedings, Part Ii (lecture Notes In Computer Science)

This two-volume set, consisting of LNCS 7181 and LNCS 7182, constitutes the thoroughly refereed proceedings of the 13th International Conference on Computer Linguistics and Intelligent Processing, held in New Delhi, India, in March 2012. The total of 92 full papers were carefully reviewed and selected for inclusion in the proceedings. The contents have been ordered according to the following topical sections: NLP system architecture; lexical resources; morphology and syntax; word sense disambiguation and named entity recognition; semantics and discourse; sentiment analysis, opinion mining, and emotions; natural language generation; machine translation and multilingualism; text categorization and clustering; information extraction and text mining; information retrieval and question answering; document summarization; and applications. Front Matter....Pages - Thinking Outside the Box for Natural Language Processing....Pages 1-16 A Graph-Based Method to Improve WordNet Domains....Pages 17-28 Corpus-Driven Hyponym Acquisition for Turkish Language....Pages 29-41 Automatic Taxonomy Extraction in Different Languages Using Wikipedia and Minimal Language-Specific Information....Pages 42-53 Ontology-Driven Construction of Domain Corpus with Frame Semantics Annotations....Pages 54-65 Building a Hierarchical Annotated Corpus of Urdu: The URDU.KON-TB Treebank....Pages 66-79 A Morphological Analyzer Using Hash Tables in Main Memory (MAHT) and a Lexical Knowledge Base....Pages 80-91 Optimal Stem Identification in Presence of Suffix List....Pages 92-103 On the Adequacy of Three POS Taggers and a Dependency Parser....Pages 104-116 Will the Identification of Reduplicated Multiword Expression (RMWE) Improve the Performance of SVM Based Manipuri POS Tagging?....Pages 117-129 On Formalization of Word Order Properties....Pages 130-141 Core-Periphery Organization of Graphemes in Written Sequences: Decreasing Positional Rigidity with Increasing Core Order....Pages 142-153 Discovering Linguistic Patterns Using Sequence Mining....Pages 154-165 What about Sequential Data Mining Techniques to Identify Linguistic Patterns for Stylistics?....Pages 166-177 Resolving Syntactic Ambiguities in Natural Language Specification of Constraints....Pages 178-187 A Computational Grammar of Sinhala....Pages 188-200 Automatic Identification of Persian Light Verb Constructions....Pages 201-210 A Cognitive Approach to Word Sense Disambiguation....Pages 211-224 A graph-Based Approach to WSD Using Relevant Semantic Trees and N-Cliques Model....Pages 225-237 Using Wiktionary to Improve Lexical Disambiguation in Multiple Languages....Pages 238-248 Two Stages Based Organization Name Disambiguity....Pages 249-257 Optimizing CRF-Based Model for Proper Name Recognition in Polish Texts....Pages 258-269 Methods of Estimating the Number of Clusters for Person Cross Document Coreference Task....Pages 270-284 Coreference Resolution Using Tree CRFs....Pages 285-296 Arabic Entity Graph Extraction Using Morphology, Finite State Machines, and Graph Transformations....Pages 297-310 Integrating Rule-Based System with Classification for Arabic Named Entity Recognition....Pages 311-322 Space Projections as Distributional Models for Semantic Composition....Pages 323-335 Distributional Models and Lexical Semantics in Convolution Kernels....Pages 336-348 Multiple Level of Referents in Information State....Pages 349-362 Inferring the Scope of Negation in Biomedical Documents....Pages 363-375 LDA-Frames: An Unsupervised Approach to Generating Semantic Frames....Pages 376-387 Unsupervised Acquisition of Axioms to Paraphrase Noun Compounds and Genitives....Pages 388-401 Age-Related Temporal Phrases in Spanish and Italian....Pages 402-414 Can Modern Statistical Parsers Lead to Better Natural Language Understanding for Education?....Pages 415-427 Exploring Classification Concept Drift on a Large News Text Corpus....Pages 428-437 An Empirical Study of Recognizing Textual Entailment in Japanese Text....Pages 438-449 Automated Detection of Local Coherence in Short Argumentative Essays Based on Centering Theory....Pages 450-461 A Symbolic Approach for Automatic Detection of Nuclearity and Rhetorical Relations among Intra-sentence Discourse Segments in Spanish....Pages 462-474 Feature Specific Sentiment Analysis for Product Reviews....Pages 475-487 Biographies or Blenders: Which Resource Is Best for Cross-Domain Sentiment Analysis?....Pages 488-499 A Generate-and-Test Method of Detecting Negative-Sentiment Sentences....Pages 500-512 Roles of Event Actors and Sentiment Holders in Identifying Event-Sentiment Association....Pages 513-525 Applying Sentiment and Social Network Analysis in User Modeling....Pages 526-539 The 5W Structure for Sentiment Summarization-Visualization-Tracking....Pages 540-555 The Naive Bayes Classifier in Opinion Mining: In Search of the Best Feature Set....Pages 556-567 A Domain Independent Framework to Extract and Aggregate Analogous Features in Online Reviews....Pages 568-579 Learning Lexical Subjectivity Strength for Chinese Opinionated Sentence Identification....Pages 580-590 Building Subjectivity Lexicon(s) from Scratch for Essay Data....Pages 591-602 Emotion Ontology Construction from Chinese Knowledge....Pages 603-614 Back Matter....Pages - 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.