Text, Speech and Dialogue 15th International Conference, TSD 2012, Brno, Czech Republic, September 3-7, 2012, Proceedings
This book constitutes the refereed proceedings of the 15th International Conference on Text, Speech and Dialogue, TSD 2012, held in Brno, Czech Republic, in September 2012. The 82 papers presented together with 2 invited talks were carefully reviewed and selected from 173 submissions. The papers are...
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| Main Authors | , , , |
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| Format | eBook |
| Language | English |
| Published |
Netherlands
Springer Nature
2012
Springer Berlin / Heidelberg Springer |
| Edition | 1 |
| Series | Lecture Notes in Computer Science |
| Subjects | |
| Online Access | Get full text |
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| Abstract | This book constitutes the refereed proceedings of the 15th International Conference on Text, Speech and Dialogue, TSD 2012, held in Brno, Czech Republic, in September 2012. The 82 papers presented together with 2 invited talks were carefully reviewed and selected from 173 submissions. The papers are organized in topical sections on corpora and language resources, speech recognition, tagging, classification and parsing of text and speech, speech and spoken language generation, semantic processing of text and speech, integrating applications of text and speech processing, machine translation, automatic dialogue systems, multimodal techniques and modeling. |
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| AbstractList | This book constitutes the refereed proceedings of the 15th International Conference on Text, Speech and Dialogue, TSD 2012, held in Brno, Czech Republic, in September 2012. The 82 papers presented together with 2 invited talks were carefully reviewed and selected from 173 submissions. The papers are organized in topical sections on corpora and language resources, speech recognition, tagging, classification and parsing of text and speech, speech and spoken language generation, semantic processing of text and speech, integrating applications of text and speech processing, machine translation, automatic dialogue systems, multimodal techniques and modeling. |
| Author | Pala, Karel Kopecek, Ivan Horak, Ales Sojka, Petr |
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| Editor | Pala, Karel Horak, Ale Kopecek, Ivan Sojka, Petr |
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| Snippet | This book constitutes the refereed proceedings of the 15th International Conference on Text, Speech and Dialogue, TSD 2012, held in Brno, Czech Republic, in... |
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| SubjectTerms | Automatic speech recognition Computational linguistics Congresses Natural language processing (Computer science) Special computer methods Speech processing systems |
| Subtitle | 15th International Conference, TSD 2012, Brno, Czech Republic, September 3-7, 2012, Proceedings |
| TableOfContents | Title -- Preface -- Organization -- Table of Contents -- Part I Invited Papers -- Getting to Know Your Corpus -- Spot the Difference -- Formality -- Simple Maths for Keywords -- Comparing Corpora of Known, Different Genres -- Designed Corpora and Crawled Corpora -- BNC vs. enTenTen -- Czech: CNC vs. czTenTen -- Quantitative Approaches: Measuring Distances between Corpora -- Functionality in the Sketch Engine -- The Bigger Picture -- The Moral of the Story -- References -- Coreference Resolution: ToWhat Extent Does It Help NLP Applications? -- Introduction -- Related Research -- Automatic Summarisation -- Textual Entailment -- Text Classification -- Other RelatedWork -- Automatic Summarisation: Experimental Settings -- Recognising Textual Entailment: Experimental Settings -- Text Classification: Experimental Settings -- Results and Discussion -- Automatic Summarisation -- Recognising Textual Entailment -- Text Categorisation -- Conclusions -- References -- Part II Text -- Semantic Similarity Functions in Word Sense Disambiguation -- Introduction -- Previous Work -- Semantic Similarity Functions -- Extending the Knowledge-Based Approach to WSD -- Extending the Supervised Learning Approach to WSD -- Experimental Results -- Evaluation Corpora -- Unsupervised Methods -- Supervised Methods -- Results -- Conclusions and Future Work -- References -- Opinion Mining on a German Corpus of a Media Response Analysis -- Motivation -- Related Work -- The Corpus -- The Task of the MRA -- The Annotation Scheme -- Comparison with Other Resources -- Experiments -- Creation of Sentiment Dictionaries -- Classification and Results -- Conclusion -- References -- The Soundex Phonetic Algorithm Revisited for SMS Text Representation -- Introduction -- Related Work -- Phonetic Representation -- Different Adaptations to the Soundex Algorithm Joint Part-of-Speech Tagging and Named Entity Recognition Using Factor Graphs Large-Scale Experiments with NP Chunking of Polish -- Introduction -- National Corpus of Polish and Chunks -- Chunking Algorithms -- Decision Trees -- Memory-Based Learning -- Conditional Random Fields -- Spejd as a Chunker -- Tagging Errors and Chunker Performance -- Results -- Conclusion and Further Work -- References -- Mapping a Lexical Semantic Resource to a Common Framework of Computational Lexicons -- Introduction -- SemInVeSt -- LMF -- SemInVeSt-LMF -- SemInVeSt-LMF Global Structure -- SemInVeSt-UER-LMF Semantic Structure -- Conclusion -- References -- The Rule-Based Approach to Czech Grammaticalized Alternations -- Introduction -- Grammaticalized Alternations: Theory -- Diatheses -- Reciprocity -- Combination of Diatheses and Reciprocity -- Representation of Grammaticalized Alternations -- Representation of Diatheses and Reciprocity -- Representation of Combination of Diatheses and Reciprocity -- Conclusion and Future Work -- References -- Semi-supervised Acquisition of Croatian Sentiment Lexicon -- Introduction -- Related Work -- Sentiment Lexicon Acquisition -- Evaluation and Results -- Conclusions and Future Work -- References -- Towards a Constraint Grammar Based Morphological Tagger for Croatian -- Introduction -- The Tagset -- System Overview -- Morphological Analysis -- CG Rules -- Examples of CG Rules -- Basic Proper Noun Detection -- Adverb or Adjective -- Disambiguating Relative Pronouns -- Accusative and Transitivity -- Noun Phrases -- Numeral Phrases -- General Remarks -- Evaluation -- Conclusion -- References -- A Type-TheoreticalWide-Coverage Computational Grammar for Swedish -- Introduction -- Background -- Related Work -- Grammar -- New Features -- A GF Treebank and Model-Based Disambiguation -- Chunk Parsing -- Evaluation -- Future Work -- Conclusion -- References Evaluating the Different Soundex Adaptations for SMS Text Representation -- Datasets -- Evaluation Based on Lexical Similarity -- Conclusions and Future Work -- References -- Sentence Modality Assignment in the Prague Dependency Treebank -- Introduction -- Sentence Modality as a Modal Meaning of the Sentence -- Annotation of Sentence Modality in PDT 2.0 -- Sentence Modality as a Part of the Deep-syntactic Annotation -- Semi-automatic Assignment of Sentence Modality -- An Extended Approach to Sentence Modality in PDT 3.0 -- Identification ofWeak Points of the Annotation -- Redesigning the Assignment Process -- Assigning Coordinated Clauses with Sentence Modality -- Conclusions -- References -- Literacy Demands and Information to Cancer Patients -- Introduction -- Background -- Material -- Method -- Frequency Bands -- Vocabulary Assessment -- Discussion and Conclusions -- References -- Expanding Opinion Attribute Lexicons -- Introduction and Existing Work -- Manual Annotation -- Expansion through Extraction Rules -- Extraction Rule Generation -- Template Pattern Analysis -- Expansion through Lexical Resources -- From Lexicon to Rules -- Attribute Recognition -- Conclusions and Future Work -- References -- Taggers Gonna Tag: An Argument against Evaluating Disambiguation Capacities of Morphosyntactic Taggers -- Introduction -- Common Practice -- Proposed Methodology -- Recommendations -- Experiments for Polish Taggers -- PANTERA -- WMBT -- MBT -- Evaluation Results -- Conclusion -- References -- An Ambiguity Aware Treebank Search Tool -- Introduction -- Quick Overview of the TIGER Query Language -- Searching in Parse Forests -- Searching for the Nonexistent -- Searching Trees with SQL -- Conclusions -- References -- A New Annotation Tool for Aligned Bilingual Corpora -- Introduction -- Motivation and Features of the New Annotation Tool Reusing Ellogon's Annotation Engine -- The Aligned Bilingual Corpora Annotation Tool -- Usage Example: Connectives in Parallel Corpora -- The Annotation Schema -- Conclusions and Future Work -- References -- Optimizing Sentence Boundary Detection for Croatian -- Introduction -- Related Work -- Rule-based Methods -- Supervised Methods -- Unsupervised Methods -- Our Approach -- Features -- Unsupervised Word Lists Extraction -- Results -- Conclusion -- References -- Mining the Web for Idiomatic Expressions Using Metalinguistic Markers -- Introduction -- Related Work -- Corpus -- Test Set -- Identification and Delimitation Procedure -- Enhancements to the Procedure -- Evaluation -- Estimations of Recall Upper Bound -- Conclusions and Future Work -- References -- Using Tree Transducers for Detecting Errors in a Treebank of Polish -- Introduction -- An STSG-Based Approach to Error Detection -- Synchronous Tree Substitution Grammars -- The Basic Procedure -- Adaptation to a Treebank of Polish -- Experiments on Składnica -- Related Work -- Conclusion -- References -- Combining Manual and Automatic Annotation of a Learner Corpus -- Introduction -- Annotating a Learner Corpus of Czech -- Annotation Scheme -- Error Taxonomy -- Automatic Extension of Manual Annotation -- Automatic Addition of Linguistic Information -- Automatic Extension and Modification of Error Annotation -- Automatic Annotation Checking -- Conclusion -- References -- A Manually Annotated Corpus of Pharmaceutical Patents -- Introduction -- Motivation and Related Work -- The Linguistic Characteristics of Patent Claims -- RelatedWork -- TheCorpora -- Manual Annotation of the Corpora -- Keys -- NucleusNPs and Their Nominal Heads -- Quantitative Expressions -- Heads and Complements -- Perdurants -- Other Annotations -- The UIMA Toolkit -- Conclusion -- References Application of Lemmatization and Summarization Methods in Topic Identification Module for Large Scale Language Modeling Data Filtering -- Introduction -- System for Acquisition and Storing Data -- Lemmatization Module -- Summarization Module -- Topic Identification Module -- Evaluation -- Conclusions and Future Work -- References -- Experiments and Results with Diacritics Restoration in Romanian -- Introduction -- An Overview of the Published Methods -- Objectives -- Methods -- Corpora -- Algorithms -- Results and Analysis -- Letters and Words Contributing Most to the Error -- Discussions and Conclusion -- The Best Corpus for Training -- Conclusion -- References -- Supervised Distributional Semantic Relatedness -- Introduction -- Measuring Association -- Measures of Semantic Relatedness -- Unsupervised Learning of ContextWeights -- Supervised Learning of ContextWeights -- Combined Learning of ContextWeights -- Evaluating the Measures -- Tuning Our Measure of Semantic Relatedness -- Testing Our Measure of Semantic Relatedness -- Conclusion and Discussion -- References -- PSI-Toolkit -- Introduction -- The Stanford Natural Language Processing Group Toolkit -- UIMA Project -- Teaching Basic Programming to Linguists -- Natural Language Toolkit (NLTK) -- General Architecture for Language Engineering (GATE) -- Apertium -- PSI-Toolkit -- PSI-Toolkit Outline -- PSI-Toolkit Processors -- PSI-ToolkitWeb Portal -- Linux Distribution -- PSI Pipeline -- Switches -- Examples of Usage -- Java, Perl, Python Libraries -- Natural Languages Processed by PSI-Toolkit -- PSI-Toolkit as a Didactic Tool for Linguists -- Conclusions -- References -- Heterogeneous Named Entity Similarity Function -- Introduction -- Related Works -- Complex Word Similarity Function -- Evaluation -- Summary -- References |
| Title | Text, Speech and Dialogue |
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