Minsky, Chomsky & Deep Nets -- Leolani: a Reference Machine with a Theory of Mind for Social Communication -- Speech Analytics for Medical Applications -- Sentiment Attitudes and Their Extraction from Analytical Texts -- Prefixal Morphemes of Czech Verbs -- LDA in Character-LSTM-CRF Named Entity Recognition -- Lexical Stress-Based Authorship Attribution with Accurate Pronunciation Patterns Selection -- Idioms Modeling in a Computer Ontology as a Morphosyntactic Disambiguation Strategy (the Case of Tibetan Corpus of Grammar Treatises) -- Adjusting Machine Translation Datasets for Document-Level Cross-Language Information Retrieval: Methodology -- Deriving Enhanced Universal Dependencies from a Hybrid Dependency-Constituency Treebank -- Adaptation of Algorithms for Medical Information Retrieval for Working on Russian-Language Text Content -- CoRTE: A Corpus of Recognizing Textual Entailment Data Annotated for Coreference and Bridging Relations -- Evaluating Distributional Features for Multiword Expression Recognition -- Manócska: A Unified Verb Frame Database for Hungarian -- Improving Part-of-Speech Tagging by Meta-Learning -- Identifying and Linking Participant Mentions in Legal Court Judgments -- Building the Tatar-Russian NMT System -- Annotated Clause Boundaries' Influence on Parsing Results -- Morphological Analyzer for the Tunisian Dialect -- Morphosyntactic Disambiguation and Segmentation for Historical Polish with Graph-Based Conditional Random Fields -- Do We Need Word Sense Disambiguation for LCM Tagging? -- Generation of Arabic Broken Plural within LKB -- Czech Dataset for Semantic Textual Similarity -- A Dataset and a Novel Neural Approach for Optical Gregg Shorthand Recognition -- A Lattice Based Algebraic Model for Verb Centered Constructions -- Annotated Corpus of Czech Case Law for Reference Recognition Tasks -- Recognition of the Logical Structure of Arabic Newspaper Pages -- A Cross-Lingual Approach for Building Multilingual Sentiment Lexicons -- Semantic Question Matching in Data Constrained Environment -- Morphological and Language-Agnostic Word Segmentation for NMT -- Multi-task Projected Embedding for Igbo -- Corpus Annotation Pipeline for Non-standard Texts -- Recognition of OCR Invoice Metadata Block Types -- Automatic Evaluation of Synthetic Speech Quality by a System Based on Statistical Analysis -- Robust Recognition of Conversational Telephone Speech via Multi-Condition Training and Data Augmentation -- Online LDA-Based Language Model Adaptation -- On the Extension of the Formal Prosody Model for TTS -- F0 Post-Stress Rise Trends Consideration in Unit Selection TTS -- Current State of Text-to-Speech System ARTIC: A Decade of Research on the Field of Speech Technologies -- Semantic Role Labeling of Speech Transcripts without Sentence Boundaries -- Voice Control in a Real Flight Deck Environment -- Data Augmentation and Teacher-Student Training for LF-MMI Based Robust Speech Recognition -- Using Anomaly Detection for Fine Tuning of Formal Prosodic Structures in Speech Synthesis -- The Influence of Errors in Phonetic Annotations on Performance of Speech Recognition System -- Deep Learning and Online Speech Activity Detection for Czech Radio Broadcasting -- A Survey of Recent DNN Architectures on the TIMIT Phone Recognition Task -- WaveNet-Based Speech Synthesis Applied to Czech: A Comparison with the Traditional Synthesis Methods -- Phonological Posteriors and GRU Recurrent Units to Assess Speech.-Impairments of Patients with Parkinson's Disease -- Phonological i-Vectors to Detect Parkinson's Disease -- Subtext Word Accuracy and Prosodic Features for Automatic Intelligibility Assessment -- Prosodic Features' Criterion For Hebrew -- The Retention Effect of Learning Grammatical Patterns Implicitly Using Joining-in-Type Robot-Assisted Language-Learning System -- Learning to Interrupt the User at the Right Time in Incremental Dialogue Systems -- Towards a French Smart-Home Voice Command Corpus: Design and NLU Experiments -- Classification of Formal and Informal Dialogues Based on Emotion Recognition Features.