| TÃtulo : |
18th International Conference, CICLing 2017, Budapest, Hungary, April 17–23, 2017, Revised Selected Papers, Part I |
| Tipo de documento: |
documento electrónico |
| Autores: |
Gelbukh, Alexander, |
| Mención de edición: |
1 ed. |
| Editorial: |
[s.l.] : Springer |
| Fecha de publicación: |
2018 |
| Número de páginas: |
XIX, 608 p. 119 ilustraciones |
| ISBN/ISSN/DL: |
978-3-319-77113-7 |
| Nota general: |
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. |
| Palabras clave: |
Procesamiento del lenguaje natural (Informática) Inteligencia artificial Procesamiento de datos Software de la aplicacion LigüÃstica computacional Procesamiento del lenguaje natural (PNL) MinerÃa de datos y descubrimiento de conocimientos Aplicaciones informáticas y de sistemas de información |
| Ãndice Dewey: |
006.35 Procesamiento del lenguaje natural |
| Resumen: |
El conjunto de dos volúmenes LNCS 10761 + 10762 constituye artÃculos seleccionados revisados ​​de la conferencia CICLing 2017 que tuvo lugar en Budapest, HungrÃa, en abril de 2017. El total de 90 artÃculos presentados en los dos volúmenes fue cuidadosamente revisado y seleccionado entre numerosas presentaciones. Además, las actas contienen 4 ponencias invitadas. Los artÃculos están organizados en las siguientes secciones temáticas: Parte I: general; morfologÃa y segmentación de textos; sintaxis y análisis; desambiguación del sentido de las palabras; resolución de referencia y correferencia; reconocimiento de entidad nombrada; semántica y similitud de textos; extracción de información; reconocimiento de voz; Aplicaciones a la lingüÃstica y las humanidades. Parte II: análisis de sentimiento; minerÃa de opinión; perfil de autor y atribución de autorÃa; análisis de redes sociales; máquina traductora; resumen de texto; recuperación de información y clasificación de textos; aplicaciones prácticas. . |
| Nota de contenido: |
General -- Overview of Character-Based Models for Natural Language Processing -- Pooling Word Vector Representations across Models -- Strategies to select examples for Active Learning with Conditional Random Fields -- Label-Dependencies Aware Recurrent Neural Networks -- Universal Computational Formalisms and Developer Environment for Rule-Based NLP -- Morphology and Text Segmentation -- Several ways to use the lingwarium.org online MT collaborative platform to develop rich morphological analyzers -- A Trie-Structured Bayesian Model for Unsupervised Morphological Segmentation -- Building Morphological Chains for Agglutinative Languages -- Joint POS Tagging and Stemming for Agglutinative Languages -- Hungarian particle verbs in a corpus-driven approach -- HANS: A Service-Oriented Framework for Chinese Language Processing -- Syntax and Parsing -- Learning to Rank for Coordination Detection -- Classifier Ensemble Approach to Learning in Dependency Parsing -- Evaluation and enrichment of Stanford Parser using an Arabic Property Grammar -- Word Sense Disambiguation -- SenseDependency-Rank: A Word Sense Disambiguation Method Based on Random Walks and Dependency Trees -- Domain Adaptation for Word Sense Disambiguation using Word Embeddings -- Reference and Coreference Resolution -- "Show me the cup": Reference with Continuous Representations -- Improved Best-First Clustering for Coreference Resolution in Indian Classical Music Forums -- A robust Co-reference Chain builder for Tamil -- Named Entity Recognition -- Structured Named Entity Recognition by Cascading CRFs -- Arabic Named Entity Recognition : A Bidirectional GRU-CRF Approach -- Named Entity Recognition for Amharic Using Stack-Based Deep Learning -- Semantics and Text Similarity -- Idioms: Humans or machines, it's all about context -- Dialogue act taxonomy interoperability using a meta-model -- Textual Entailment Using Machine Translation Evaluation Metrics -- Supervised Learning of Entity Disambiguation Models by Negative Sample Selection -- The Enrichment of Arabic WordNet Antonym Relations -- Designing An Ontology for Physical Exercise Actions -- Visualizing Textbook Concepts: Beyond Word Co-occurrences -- Matching, Re-ranking and Scoring: Learning Textual Similarity by Incorporating Dependency Graph Alignment and Coverage Features -- Text similarity function based on word embeddings for short text analysis -- Information Extraction -- Domain Specific Features Driven Information Extraction from Web Pages of Scientific Conferences -- Classifier-based Pattern Selection Approach for Relation Instance Extraction -- An Ensemble Architecture for Linked Data Lexicalization -- A Hybrid Approach for Biomedical Relation Extraction Using Finite State Automata and Random Forest-Weighted Fusion -- Exploring Linguistic and Graph based Features for the Automatic Classification and Extraction of Adverse Drug Effects -- Extraction of Semantic Relation between Arabic Named Entities Using Different Kinds of Transducer Cascades -- Semi-supervised Relation Extraction from Monolingual Dictionary for Russian WordNet -- Speech Recognition -- ASR Hypothesis Rerarnking using Prior-informed Restricted Boltzmann Machine -- A Comparative Analysis of Speech Recognition Systems for the Tatar Language -- Applications to Linguistics and the Humanities -- Interactive Data Analytics for the Humanities -- Language Technology for Digital Linguistics: Turning the Linguistic Survey of India Into a Rich Source of Linguistic Information -- Classifying World Englishes from a lexical perspective: A corpus-based approach -- Towards a Map of the Syntactic Similarity of Languages -- Romanian Word Production: An Orthographic Approach Based on Sequence Labeling. . |
| En lÃnea: |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
| Link: |
https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i |
18th International Conference, CICLing 2017, Budapest, Hungary, April 17–23, 2017, Revised Selected Papers, Part I [documento electrónico] / Gelbukh, Alexander, . - 1 ed. . - [s.l.] : Springer, 2018 . - XIX, 608 p. 119 ilustraciones. ISBN : 978-3-319-77113-7 Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
| Palabras clave: |
Procesamiento del lenguaje natural (Informática) Inteligencia artificial Procesamiento de datos Software de la aplicacion LigüÃstica computacional Procesamiento del lenguaje natural (PNL) MinerÃa de datos y descubrimiento de conocimientos Aplicaciones informáticas y de sistemas de información |
| Ãndice Dewey: |
006.35 Procesamiento del lenguaje natural |
| Resumen: |
El conjunto de dos volúmenes LNCS 10761 + 10762 constituye artÃculos seleccionados revisados ​​de la conferencia CICLing 2017 que tuvo lugar en Budapest, HungrÃa, en abril de 2017. El total de 90 artÃculos presentados en los dos volúmenes fue cuidadosamente revisado y seleccionado entre numerosas presentaciones. Además, las actas contienen 4 ponencias invitadas. Los artÃculos están organizados en las siguientes secciones temáticas: Parte I: general; morfologÃa y segmentación de textos; sintaxis y análisis; desambiguación del sentido de las palabras; resolución de referencia y correferencia; reconocimiento de entidad nombrada; semántica y similitud de textos; extracción de información; reconocimiento de voz; Aplicaciones a la lingüÃstica y las humanidades. Parte II: análisis de sentimiento; minerÃa de opinión; perfil de autor y atribución de autorÃa; análisis de redes sociales; máquina traductora; resumen de texto; recuperación de información y clasificación de textos; aplicaciones prácticas. . |
| Nota de contenido: |
General -- Overview of Character-Based Models for Natural Language Processing -- Pooling Word Vector Representations across Models -- Strategies to select examples for Active Learning with Conditional Random Fields -- Label-Dependencies Aware Recurrent Neural Networks -- Universal Computational Formalisms and Developer Environment for Rule-Based NLP -- Morphology and Text Segmentation -- Several ways to use the lingwarium.org online MT collaborative platform to develop rich morphological analyzers -- A Trie-Structured Bayesian Model for Unsupervised Morphological Segmentation -- Building Morphological Chains for Agglutinative Languages -- Joint POS Tagging and Stemming for Agglutinative Languages -- Hungarian particle verbs in a corpus-driven approach -- HANS: A Service-Oriented Framework for Chinese Language Processing -- Syntax and Parsing -- Learning to Rank for Coordination Detection -- Classifier Ensemble Approach to Learning in Dependency Parsing -- Evaluation and enrichment of Stanford Parser using an Arabic Property Grammar -- Word Sense Disambiguation -- SenseDependency-Rank: A Word Sense Disambiguation Method Based on Random Walks and Dependency Trees -- Domain Adaptation for Word Sense Disambiguation using Word Embeddings -- Reference and Coreference Resolution -- "Show me the cup": Reference with Continuous Representations -- Improved Best-First Clustering for Coreference Resolution in Indian Classical Music Forums -- A robust Co-reference Chain builder for Tamil -- Named Entity Recognition -- Structured Named Entity Recognition by Cascading CRFs -- Arabic Named Entity Recognition : A Bidirectional GRU-CRF Approach -- Named Entity Recognition for Amharic Using Stack-Based Deep Learning -- Semantics and Text Similarity -- Idioms: Humans or machines, it's all about context -- Dialogue act taxonomy interoperability using a meta-model -- Textual Entailment Using Machine Translation Evaluation Metrics -- Supervised Learning of Entity Disambiguation Models by Negative Sample Selection -- The Enrichment of Arabic WordNet Antonym Relations -- Designing An Ontology for Physical Exercise Actions -- Visualizing Textbook Concepts: Beyond Word Co-occurrences -- Matching, Re-ranking and Scoring: Learning Textual Similarity by Incorporating Dependency Graph Alignment and Coverage Features -- Text similarity function based on word embeddings for short text analysis -- Information Extraction -- Domain Specific Features Driven Information Extraction from Web Pages of Scientific Conferences -- Classifier-based Pattern Selection Approach for Relation Instance Extraction -- An Ensemble Architecture for Linked Data Lexicalization -- A Hybrid Approach for Biomedical Relation Extraction Using Finite State Automata and Random Forest-Weighted Fusion -- Exploring Linguistic and Graph based Features for the Automatic Classification and Extraction of Adverse Drug Effects -- Extraction of Semantic Relation between Arabic Named Entities Using Different Kinds of Transducer Cascades -- Semi-supervised Relation Extraction from Monolingual Dictionary for Russian WordNet -- Speech Recognition -- ASR Hypothesis Rerarnking using Prior-informed Restricted Boltzmann Machine -- A Comparative Analysis of Speech Recognition Systems for the Tatar Language -- Applications to Linguistics and the Humanities -- Interactive Data Analytics for the Humanities -- Language Technology for Digital Linguistics: Turning the Linguistic Survey of India Into a Rich Source of Linguistic Information -- Classifying World Englishes from a lexical perspective: A corpus-based approach -- Towards a Map of the Syntactic Similarity of Languages -- Romanian Word Production: An Orthographic Approach Based on Sequence Labeling. . |
| En lÃnea: |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
| Link: |
https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i |
|  |
18th International Conference, CICLing 2017, Budapest, Hungary, April 17–23, 2017, Revised Selected Papers, Part I
