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Author SLSP (Conference) (7th : 2019 : Ljubljana, Slovenia)

Title Statistical language and speech processing : 7th International Conference, SLSP 2019, Ljubljana, Slovenia, October 14-16, 2019, Proceedings / Carlos Martín-Vide, Matthew Purver, Senja Pollak (eds.)
Published Cham, Switzerland : Springer, 2019

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Description 1 online resource (xi, 326 pages) : illustrations (some color)
Series Lecture notes in artificial intelligence
Lecture notes in computer science ; 11816
LNCS sublibrary. SL 7, Artificial intelligence
Lecture notes in computer science. Lecture notes in artificial intelligence.
Lecture notes in computer science ; 11816.
LNCS sublibrary. SL 7, Artificial intelligence.
Contents Intro; Preface; Organization; Contents; Invited Talk; The Time-Course of Phoneme Category Adaptation in Deep Neural Networks; Abstract; 1 Introduction; 2 Methods; 2.1 Model Architecture; 2.2 Retuning Conditions; 3 Classification Rates; 4 Discussion and Concluding Remarks; Acknowledgements; References; Dialogue and Spoken Language Understanding; Towards Pragmatic Understanding of Conversational Intent: A Multimodal Annotation Approach to Multiparty Informal Interaction -- The EVA Corpus; Abstract; 1 Introduction; 2 Background; 3 Data Collection and Methodology: The EVA Corpus; 3.1 Data Source
3.2 Annotation Topology3.3 Annotation Procedure and Inter-annotator Agreement; 3.4 Transcription and Segmentation; 3.5 Discourse Management and Structuring; 3.6 Discourse Markers; 3.7 Emotion; 3.8 Classification of Embodied Behavior Through Semiotic Intent; 3.9 Form and Structure of Non-verbal Expressions; 4 Conclusion; Acknowledgments; References; Lilia, A Showcase for Fast Bootstrap of Conversation-Like Dialogues Based on a Goal-Oriented System; 1 Introduction; 2 Comparison of Goal-Oriented Vs Conversational Agents; 3 Conversion from Goal-Oriented to Conversational; 4 Evaluation
5 ConclusionReferences; Recent Advances in End-to-End Spoken Language Understanding; 1 Introduction; 2 SLU Tasks; 3 Model Training; 3.1 CTC Loss Function Interpretation Related to -mode; 3.2 Speaker Adaptive Training; 3.3 Transfer Learning; 4 Experiments; 4.1 Data; 4.2 Models; 4.3 Tasks; 4.4 Results for NER; 4.5 Results for SF; 5 Conclusions; References; Language Analysis and Generation; A Study on Multilingual Transfer Learning in Neural Machine Translation: Finding the Balance Between Languages; 1 Introduction; 2 Related Work; 3 Data; 3.1 Data Selection; 3.2 Data Preprocessing
3.3 SPM Model Study4 Architecture; 5 Experiments; 5.1 Results; 6 Conclusion; References; A Deep Learning Approach to Self-expansion of Abbreviations Based on Morphology and Context Distance; 1 Introduction; 2 Related Works; 3 Our Method; 3.1 Step 1: Abbreviation Identification; 3.2 Step 2: Full Form Candidates Identification; 3.3 Step 3: Abbreviation Disambiguation; 4 Evaluation; 4.1 Abbreviation Identification (Step 1); 4.2 Full Form Candidates Identification (Step 2); 4.3 Abbreviation Disambiguation (Step 3); 5 Conclusion; References; Word Sense Induction Using Word Sketches
1 Word Sense Induction2 Spectral Clustering; 3 Clustering of Word Sketch Co-occurrences; 3.1 Clustering of Word Sketch Thesaurus; 3.2 Clustering Context Word Embeddings; 3.3 Clustering Word Sketches by Word Embeddings; 4 Conclusion; References; Temporal ̀̀Declination'' in Different Types of IPs in Russian: Preliminary Results; 1 Introduction; 2 Materials and Methods; 3 Results and Discussion; 4 Conclusions; References; Geometry and Analogies: A Study and Propagation Method for Word Representations; 1 Introduction; 1.1 Context and Motivations; 1.2 Contributions; 2 Related Work
Summary This book constitutes the proceedings of the 7th International Conference on Statistical Language and Speech Processing, SLSP 2019, held in Ljubljana, Slovenia, in October 2019. The 25 full papers presented together with one invited paper in this volume were carefully reviewed and selected from 48 submissions. They were organized in topical sections named: Dialogue and Spoken Language Understanding; Language Analysis and Generation; Speech Analysis and Synthesis; Speech Recognition; Text Analysis and Classification. -- Provided by publisher
Notes International conference proceedings
Includes author index
Online resource; title from PDF title page (SpringerLink, viewed October 7, 2019)
Subject Computational linguistics -- Congresses
Speech processing systems -- Congresses
Computational linguistics
Speech processing systems
Genre/Form proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Martín Vide, Carlos, editor
Purver, Matthew, editor
Pollak, Senja, editor
ISBN 9783030313722
3030313727
3030313719
9783030313715
9783030313739
3030313735
Other Titles SLSP 2019