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Computational Linguistics and Intelligent Text Processing: 11th International Conference, CICLing 2010, Iasi, Romania, March 21-27, 2010, Proceedings (Lecture Notes in Computer Science, nr. 6008)

Editat de Alexander Gelbukh
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CICLing 2008 (www. CICLing. org) was the 9th Annual Conference on Intel- gent Text Processing and Computational Linguistics. The CICLing conferences are intended to provide a wide-scope forum for the discussion of both the art and craft of natural language processing research and the best practices in its applications. This volume contains the papers accepted for oral presentation at the c- ference, as well as several of the best papers accepted for poster presentation. Other papers accepted for poster presentationwerepublished in specialissues of other journals(seethe informationonthe website). Since 2001the CICLing p- ceedings have been published in Springer’s Lecture Notes in Computer Science series, as volumes 2004, 2276, 2588, 2945, 3406, 3878, and 4394. The book consists of 12 sections, representative of the main tasks and app- cations of Natural Language Processing: – Language resources – Morphology and syntax – Semantics and discourse – Word sense disambiguation and named entity recognition – Anaphora and co-reference – Machine translation and parallel corpora – Natural language generation – Speech recognition – Information retrieval and question answering – Text classi?cation – Text summarization – Spell checking and authoring aid A total of 204 papers by 438 authors from 39 countries were submitted for evaluation (see Tables 1 and 2). Each submission was reviewed by at least two independent Program Committee members. This volume contains revised v- sions of 52 papers by 129 authors from 24 countries selected for inclusion in the conference program (the acceptance rate was 25. 5%).
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Specificații

ISBN-13: 9783642121159
ISBN-10: 3642121152
Pagini: 784
Greutate: 1.09 kg
Ediția: 2010
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seriile Lecture Notes in Computer Science , Theoretical Computer Science and General Issues

Locul publicării: Berlin, Heidelberg, Germany

Public țintă

Professional/practitioner

Cuprins

Lexical Resources.- Planning the Future of Language Resources: The Role of the FLaReNet Network.- Cross-Lingual Alignment of FrameNet Annotations through Hidden Markov Models.- On the Automatic Generation of Intermediate Logic Forms for WordNet Glosses.- Worth Its Weight in Gold or Yet Another Resource — A Comparative Study of Wiktionary, OpenThesaurus and GermaNet.- Issues in Analyzing Telugu Sentences towards Building a Telugu Treebank.- EusPropBank: Integrating Semantic Information in the Basque Dependency Treebank.- Morphological Annotation of a Corpus with a Collaborative Multiplayer Game.- Syntax and Parsing.- Computational Models of Language Acquisition.- ETL Ensembles for Chunking, NER and SRL.- Unsupervised Part-of-Speech Disambiguation for High Frequency Words and Its Influence on Unsupervised Parsing.- A Machine Learning Parser Using an Unlexicalized Distituent Model.- Ontology-Based Semantic Interpretation as Grammar Rule Constraints.- Towards a Cascade of Morpho-syntactic Tools for Arabic Natural Language Processing.- An Open-Source Computational Grammar for Romanian.- Chinese Event Descriptive Clause Splitting with Structured SVMs.- Word Sense Disambiguation and Named Entity Recognition.- An Experimental Study on Unsupervised Graph-based Word Sense Disambiguation.- A Case Study of Using Web Search Statistics: Case Restoration.- A Named Entity Extraction using Word Information Repeatedly Collected from Unlabeled Data.- A Distributional Semantics Approach to Simultaneous Recognition of Multiple Classes of Named Entities.- Semantics and Dialog.- The Recognition and Interpretation of Motion in Language.- Flexible Disambiguation in DTS.- A Syntactic Textual Entailment System Based on Dependency Parser.- Semantic Annotation of Transcribed Audio Broadcast News Using Contextual Features in Graphical Discriminative Models.- Lexical Chains Using Distributional Measures of Concept Distance.- Incorporating Cohesive Devices into Entity Grid Model in Evaluating Local Coherence of Japanese Text.- A Sequential Model for Discourse Segmentation.- Towards Automatic Detection and Tracking of Topic Change.- Modelling Illocutionary Structure: Combining Empirical Studies with Formal Model Analysis.- A Polyphonic Model and System for Inter-animation Analysis in Chat Conversations with Multiple Participants.- Humor and Emotions.- Computational Models for Incongruity Detection in Humour.- Emotions in Words: Developing a Multilingual WordNet-Affect.- Emotion Holder for Emotional Verbs – The Role of Subject and Syntax.- Machine Translation and Multilingualism.- A Chunk-Driven Bootstrapping Approach to Extracting Translation Patterns.- Computing Transfer Score in Example-Based Machine Translation.- Systematic Processing of Long Sentences in Rule Based Portuguese-Chinese Machine Translation.- Syntax Augmented Inversion Transduction Grammars for Machine Translation.- Syntactic Structure Transfer in a Tamil to Hindi MT System – A Hybrid Approach.- A Maximum Entropy Approach to Syntactic Translation Rule Filtering.- Mining Parenthetical Translations for Polish-English Lexica.- Automatic Generation of Bilingual Dictionaries Using Intermediary Languages and Comparable Corpora.- Hierarchical Finite-State Models for Speech Translation Using Categorization of Phrases.- Drive-by Language Identification.- Identification of Translationese: A Machine Learning Approach.- Information Extraction.- Acquiring IE Patterns through Distributional Lexical Semantic Models.- Multi-view Bootstrapping for Relation Extraction by Exploring Web Features and Linguistic Features.- Sequential Patterns to Discover and Characterise Biological Relations.- Extraction of Genic Interactions with the Recursive Logical Theory of an Ontology.- Ontological Parsing of Encyclopedia Information.- Information Retrieval.- Selecting the N-Top Retrieval Result Lists for an Effective Data Fusion.- Multi Word Term Queries for Focused Information Retrieval.- Optimal IR: How Far Away?.- Adaptive Term Weighting through Stochastic Optimization.- Text Categorization and Classification.- Enhancing Text Classification by Information Embedded in the Test Set.- Rank Distance Aggregation as a Fixed Classifier Combining Rule for Text Categorization.- The Influence of Collocation Segmentation and Top 10 Items to Keyword Assignment Performance.- A General Bio-inspired Method to Improve the Short-Text Clustering Task.- An Empirical Study on the Feature’s Type Effect on the Automatic Classification of Arabic Documents.- Plagiarism Detection.- Word Length n-Grams for Text Re-use Detection.- Who’s the Thief? Automatic Detection of the Direction of Plagiarism.- Text Summarization.- Integer Linear Programming for Dutch Sentence Compression.- GEMS: Generative Modeling for Evaluation of Summaries.- Quantitative Evaluation of Grammaticality of Summaries.- Speech Generation.- Integrating Contrast in a Framework for Predicting Prosody.

Caracteristici

Fast track conference proceedingsState of the art papers in computational lingustics and intelligent text processingUp to date research

Textul de pe ultima copertă

This book constitutes the refereed proceedings of the 10th International Conference on Computational Linguistics and Intelligent Text Processing, CICLing 2009, held in Mexico City, Mexico in March 2009.
The 44 revised full papers presented together with 4 invited papers were carefully reviewed and selected from numerous submissions. The papers cover all current issues in computational linguistics research and present intelligent text processing applications.