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Computational Linguistics and Intelligent Text Processing: 12th International Conference, CICLing 2011, Tokyo, Japan, February 20-26, 2011. Proceedings, Part I: Lecture Notes in Computer Science, cartea 6608

Editat de Alexander Gelbukh
en Limba Engleză Paperback – 17 feb 2011
This two-volume set, consisting of LNCS 6608 and LNCS 6609, constitutes the thoroughly refereed proceedings of the 12th International Conference on Computer Linguistics and Intelligent Processing, held in Tokyo, Japan, in February 2011.The 74 full papers, presented together with 4 invited papers, were carefully reviewed and selected from 298 submissions. The contents have been ordered according to the following topical sections: lexical resources; syntax and parsing; part-of-speech tagging and morphology; word sense disambiguation; semantics and discourse; opinion mining and sentiment detection; text generation; machine translation and multilingualism; information extraction and information retrieval; text categorization and classification; summarization and recognizing textual entailment; authoring aid, error correction, and style analysis; and speech recognition and generation.
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Specificații

ISBN-13: 9783642193996
ISBN-10: 3642193994
Pagini: 486
Ilustrații: XXII, 465 p.
Dimensiuni: 155 x 235 x 30 mm
Greutate: 0.73 kg
Ediția:2011
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

Research

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Fast-track conference proceedings

Cuprins

Computational Linguistics Research.- An Overview of Probabilistic Tree Transducers for Natural Language Processing.- A Modular Account of Information Structure in Extensible Dependency Grammar.- Modelling Grammatical and Lexical Knowledge: A Declarative Approach.- Constructing a Parser for Latin.- Parsing Korean Case Phenomena in a Type-Feature Structure Grammar.- A Computational Model of the Spanish Clitic System.- A Parallel Approach to Syllabification.- Towards Developing Probabilistic Generative Models for Reasoning with Natural Language Representations.- Putting Pieces Together: Combining FrameNet, VerbNet and WordNet for Robust Semantic Parsing.- Assigning Function Tags with a Simple Model.- Finding Discourse Relations in Student Essays.- Regional Versus Global Finite-State Error Repair.- Lexicalized Beam Thresholding Parsing with Prior and Boundary Estimates.- Unsupervised Evaluation of Parser Robustness.- Mutual Information Independence Model Using Kernel Density Estimation for Segmenting and Labeling Sequential Data.- Applying Conditional Random Fields to Chinese Shallow Parsing.- Distributional Thesaurus Versus WordNet: A Comparison of Backoff Techniques for Unsupervised PP Attachment.- Automatic Recognition of Czech Derivational Prefixes.- Korma 2003: Newly Improved Korean Morpheme Analysis Module for Reducing Terminological and Spacing Errors in Document Analysis.- Word Extraction Based on Semantic Constraints in Chinese Word-Formation.- Using Directed Graph Based BDMM Algorithm for Chinese Word Segmentation.- Entity-Based Noun Phrase Coreference Resolution.- The Right Frontier Constraint as Conditional.- Name Discrimination by Clustering Similar Contexts.- Word Sense Disambiguation by Semi-supervised Learning.- Crossing Parallel Corpora and Multilingual Lexical Databases for WSD.- A Mapping Between Classifiers and Training Conditions for WSD.- Multiwords and Word Sense Disambiguation.- Context Expansion with Global Keywords for a Conceptual Density-Based WSD.- Two Web-Based Approaches for Noun Sense Disambiguation.- Finding Instance Names and Alternative Glosses on the Web: WordNet Reloaded.- Automatic Synonym Acquisition Based on Matching of Definition Sentences in Multiple Dictionaries.- Enriching WordNet with Derivational Subnets.- Customisable Semantic Analysis of Texts.- ITOLDU, a Web Service to Pool Technical Lexical Terms in a Learning Environment and Contribute to Multilingual Lexical Databases.- Building a Situation-Based Language Knowledge Base.- Unsupervised Learning of P NP P Word Combinations.- Evaluating Evaluation Methods for Generation in the Presence of Variation.- Reconciling Parameterization, Configurability and Optimality in Natural Language Generation via Multiparadigm Programming.- Message Automata for Messages with Variants, and Methods for Their Translation.- The UNL Initiative: An Overview.- Interactive Resolution of Intrinsic and Translational Ambiguity in a Machine Translation System.- Chinese-Japanese Clause Alignment.- Direct Combination of Spelling and Pronunciation Information for Robust Back-Transliteration.- A Prosodic Diphone Database for Korean Text-to-Speech Synthesis System.- On a Pitch Detection Method Using Noise Reduction.- Toward Acoustic Models for Languages with Limited Linguistic Resources.- A Study on Pitch Detection in Time-Frequency Hybrid Domain.- VoiceUNL: A Semantic Representation of Emotions Within Universal Networking Language Formalism Based on a Dialogue Corpus Analysis.- Combining Multiple Statistical Classifiers to Improve the Accuracy of Task Classification.- A Finite State Network for Phonetic Text Processing.- Language Documentation: The Nahuatl Grammar.- Intelligent Text Processing Applications.- Creating Subjective and Objective Sentence Classifiers from Unannotated Texts.- Instance Pruning by Filtering Uninformative Words: An Information Extraction Case Study.- Incremental Information Extraction Using Tree-Based Context Representations.- Learning Information Extraction Rules for Protein Annotation from Unannotated Corpora.- Transformation-Based Information Extraction Using Learned Meta-rules.- A Machine Learning Approach to Information Extraction.- Automatic Time Expression Labeling for English and Chinese Text.- Integrating Natural Language Techniques in OO-Method.- Document Re-ordering Based on Key Terms in Top Retrieved Documents.- Merging Case Relations into VSM to Improve Information Retrieval Precision.- Evaluating Document-to-Document Relevance Based on Document Language Model: Modeling, Implementation and Performance Evaluation.- Retrieval Efficiency of Normalized Query Expansion.- Selecting Interesting Articles Using Their Similarity Based Only on Positive Examples.- Question Classification in Spanish and Portuguese.- Learning the Query Generation Patterns.- Exploiting Question Concepts for Query Expansion.- Experiment on Combining Sources of Evidence for Passage Retrieval.- Summarisation Through Discourse Structure.- LexTrim: A Lexical Cohesion Based Approach to Parse-and-Trim Style Headline Generation.- Generating Headline Summary from a Document Set.- Extractive Summarization Based on Word Information and Sentence Position.- Automatic Extraction and Learning of Keyphrases from Scientific Articles.- Automatic Annotation of Corpora for Text Summarisation: A Comparative Study.- Techniques for Improving the Performance of Naive Bayes for Text Classification.- Efficient Modeling of Analogy.- A Supervised Clustering Method for Text Classification.- Unsupervised Text Classification Using Kohonen’s Self Organizing Network.- Enhancement of DTP Feature Selection Method for Text Categorization.- FASiL Adaptive Email Categorization System.- ESPClust: An Effective Skew Prevention Method for Model-Based Document Clustering.- A Method of Rapid Prototyping of Evolving Ontologies.- Resolution of Data Sparseness in Named Entity Recognition Using Hierarchical Features and Feature Relaxation Principle.- Learning Named Entity Recognition in Portuguese from Spanish.- A Simple Rule-Based Approach to Organization Name Recognition in Chinese Text.- Disentangling from Babylonian Confusion – Unsupervised Language Identification.- On the Syllabic Similarities of Romance Languages.- Automatic Language Identification Using Multivariate Analysis.- Design and Development of a System for the Detection of Agreement Errors in Basque.- An Experiment in Detection and Correction of Malapropisms Through the Web.- A Paragraph Boundary Detection System.

Descriere

Descriere de la o altă ediție sau format:
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%).

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.