| Description |
1 online resource (xii, 309 pages) : illustrations |
| Series |
Lecture Notes in artificial intelligence, 0302-9743 ; 7978 |
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LNCS sublibrary. SL 7, Artificial intelligence |
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Lecture notes in computer science. Lecture notes in artificial intelligence ; 7978
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LNCS sublibrary. SL 7, Artificial intelligence.
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| Contents |
Invited Talks. Deep Learning of Representations: Looking Forward / Yoshua Bengio -- Challenges and Opportunities of Multilingual Information Access / Christof Monz -- Regular Papers. Unsupervised Rhyme Scheme Identification in Hip Hop Lyrics Using Hidden Markov Models / Karteek Addanki, Dekai Wu -- Complementarity of Lexical Cohesion and Speaker Role Information for Story Segmentation of French TV Broadcast News / Abdessalam Bouchekif, Géraldine Damnati, Delphine Charlet -- An Investigation of Single-Pass ASR System Combination for Spoken Language Understanding / Fethi Bougares [and others] -- Predicting Part-of-Speech Tags and Morpho-Syntactic Relations Using Similarity-Based Technique / Samuel W.K. Chan, Mickey M.C. Chong -- Statistical Error Correction Methods for Domain-Specific ASR Systems / Horia Cucu [and others] -- Reward Shaping for Statistical Optimisation of Dialogue Management / Layla El Asri, Romain Laroche, Olivier Pietquin -- Discriminative Framework for Spoken Tunisian Dialect Understanding / Marwa Graja, Maher Jaoua, Lamia Hadrich Belguith |
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Finding the Most Likely Upper Level State Sequence for Hierarchical HMMs / Akira Hayashi, Kazunori Iwata, Nobuo Suematsu -- Generalization of Discriminative Approaches for Speech Language Understanding in a Multilingual Context / Bassam Jabaian, Fabrice Lefèvre, Laurent Besacier -- Speech/Music Discrimination via Energy Density Analysis / Stanisław Kacprzak, Mariusz Ziółko -- Histogram Equalization Using Centroids of Fuzzy C-Means of Background Speakers' Utterances for Speaker Identification / Myung-Jae Kim, Il-Ho Yang, Ha-Jin Yu -- Unsupervised Segmentation for Different Types of Morphological Processes Using Multiple Sequence Alignment / Amit Kirschenbaum -- Cross-Lingual Random Indexing for Information Retrieval / Hans Moen, Erwin Marsi -- Rational Kernels for Arabic Text Classification / Attia Nehar, Djelloul Ziadi, Hadda Cherroun -- Experiments with Semantic Similarity Measures Based on LDA and LSA / Nobal Niraula [and others] -- MDL-Based Models for Transliteration Generation / Javad Nouri, Lidia Pivovarova, Roman Yangarber |
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Using Regression for Spectral Estimation of HMMs / Jordan Rodu [and others] -- Iterative Rule Segmentation under Minimum Description Length for Unsupervised Transduction Grammar Induction / Markus Saers, Karteek Addanki, Dekai Wu -- Comparing Resources for Spanish Lexical Simplification / Horacio Saggion, Stefan Bott, Luz Rello -- Context-Aware Correction of Spelling Errors in Hungarian Medical Documents / Borbála Siklósi, Attila Novák, Gábor Prószéky -- Pronunciation Extraction from Phoneme Sequences through Cross-Lingual Word-to-Phoneme Alignment / Felix Stahlberg [and others] -- Can Statistical Tests Be Used for Feature Selection in Diachronic Text Classification? / Sanja Štajner, Richard Evans -- Factored Semantic Sequence Kernel for Sentiment Polarity Classification / Luis Trindade [and others] -- An Investigation of Code-Switching Attitude Dependent Language Modeling / Ngoc Thang Vu, Heike Adel, Tanja Schultz |
| Summary |
This book consitutes the refereed proceedings of the First International Conference on Statistical Language and Speech Processing, SLSP 2013, held in Tarragona, Spain, in July 2013. The 24 full papers presented together with two invited talks were carefully reviewed and selected from 61 submissions. The papers cover a wide range of topics in the fields of computational language and speech processing and the statistical methods that are currently in use |
| Analysis |
computerwetenschappen |
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computer sciences |
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patroonherkenning |
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pattern recognition |
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kunstmatige intelligentie |
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artificial intelligence |
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datamining |
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data mining |
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Information and Communication Technology (General) |
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Informatie- en communicatietechnologie (algemeen) |
| Notes |
International conference proceedings |
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Includes author index |
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Online resource; title from PDF title page (SpringerLink, viewed August 20, 2013) |
| Subject |
Computational linguistics -- Congresses
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Linguistics -- Statistical methods -- Congresses
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Mathematical linguistics -- Congresses
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Artificial intelligence -- Congresses
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Artificial intelligence.
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Linguistics.
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Artificial Intelligence
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Linguistics
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artificial intelligence.
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linguistics.
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Linguistics
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Artificial intelligence
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Computational linguistics
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Linguistics -- Statistical methods
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Mathematical linguistics
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Horia Dediu, Adrian, editor
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| ISBN |
9783642395932 |
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3642395937 |
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