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.
Author(s): Eduard Bejček, Pavel Straňák, Daniel Zeman (auth.), Alexander F. Gelbukh (eds.)
Series: Lecture Notes in Computer Science 6608
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2011
Language: English
Pages: 465
Tags: Information Systems Applications (incl.Internet); Data Mining and Knowledge Discovery; Information Storage and Retrieval; Artificial Intelligence (incl. Robotics); Database Management; Computational Linguistics
Front Matter....Pages -
Influence of Treebank Design on Representation of Multiword Expressions....Pages 1-14
Combining Contextual and Structural Information for Supersense Tagging of Chinese Unknown Words....Pages 15-28
Identification of Conjunct Verbs in Hindi and Its Effect on Parsing Accuracy....Pages 29-40
Identification of Reduplicated Multiword Expressions Using CRF....Pages 41-51
Computational Linguistics and Natural Language Processing....Pages 52-67
An Unsupervised Approach for Linking Automatically Extracted and Manually Crafted LTAGs....Pages 68-81
Tamil Dependency Parsing: Results Using Rule Based and Corpus Based Approaches....Pages 82-95
Incremental Combinatory Categorial Grammar and Its Derivations....Pages 96-108
Dependency Syntax Analysis Using Grammar Induction and a Lexical Categories Precedence System....Pages 109-120
Labelwise Margin Maximization for Sequence Labeling....Pages 121-132
Co-related Verb Argument Selectional Preferences....Pages 133-143
Combining Diverse Word-Alignment Symmetrizations Improves Dependency Tree Projection....Pages 144-154
An Analysis of Tree Topological Features in Classifier-Based Unlexicalized Parsing....Pages 155-170
Part-of-Speech Tagging from 97% to 100%: Is It Time for Some Linguistics?....Pages 171-189
Ripple Down Rules for Part-of-Speech Tagging....Pages 190-201
An Efficient Part-of-Speech Tagger for Arabic....Pages 202-213
An Evaluation of Part of Speech Tagging on Written Second Language Spanish....Pages 214-226
Onoma: A Linguistically Motivated Conjugation System for Spanish Verbs....Pages 227-237
Measuring Similarity of Word Meaning in Context with Lexical Substitutes and Translations....Pages 238-252
A Quantitative Evaluation of Global Word Sense Induction....Pages 253-264
Incorporating Coreference Resolution into Word Sense Disambiguation....Pages 265-276
Deep Semantics for Dependency Structures....Pages 277-288
Combining Heterogeneous Knowledge Resources for Improved Distributional Semantic Models....Pages 289-303
Improving Text Segmentation with Non-systematic Semantic Relation....Pages 304-315
Automatic Identification of Cause-Effect Relations in Tamil Using CRFs....Pages 316-327
Comparing Approaches to Tag Discourse Relations....Pages 328-339
Semi-supervised Discourse Relation Classification with Structural Learning....Pages 340-352
Integrating Japanese Particles Function and Information Structure....Pages 353-367
Assessing Lexical Alignment in Spontaneous Direction Dialogue Data by Means of a Lexicon Network Model....Pages 368-379
Towards Well-Grounded Phrase-Level Polarity Analysis....Pages 380-392
Implicit Feature Identification via Co-occurrence Association Rule Mining....Pages 393-404
Construction of Wakamono Kotoba Emotion Dictionary and Its Application....Pages 405-416
Temporal Analysis of Sentiment Events – A Visual Realization and Tracking....Pages 417-428
Highly-Inflected Language Generation Using Factored Language Models....Pages 429-438
Prenominal Modifier Ordering in Bengali Text Generation....Pages 439-450
Bootstrapping Multiple-Choice Tests with The-Mentor ....Pages 451-462
Back Matter....Pages -
