Grapheme-to-Phoneme Transduction for Cross-Language ASR.- Language Processing.-Conditioned Text Generation with Transfer for Closed-Domain Dialogue Systems.- FacTweet: Profiling Fake News Twitter Accounts.- Named Entity Recognition for Icelandic: Annotated Corpus and Models.- BERT-based Sentiment Analysis using Distillation.- A Cognitive Approach to Parsing with Neural Networks.- S-capade: Spelling Correction Aimed at Particularly Deviant Errors.- Exploring Parameter Sharing Techniques for Cross-Lingual and Cross-Task Supervision.- A Discourse-Informed Approach for Cost-E ective Extractive Summarization.- Towards eXplainable AI in Text Features Engineering for Concept Recognition.- A Comparison of Metric Learning Loss Functions for End-To-End Speaker Verification.- ANN-MLP Classifier of Native and Nonnative Speakers Using Speech Rhythm Cues.- Deep Variational Metric Learning for Transfer of Expressivity in Multispeaker Text to Speech.- Generative Adversarial Network-based Semi-Supervised Learning for Pathological Speech Classfication.