Titlebook: Artificial Intelligence and Natural Language; 11th Conference, AIN Valentin Malykh,Andrey Filchenkov Conference proceedings 2022 The Editor

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Morphological and Emotional Features of the Speech in Children with Typical Development, Autism Speachine learning methods. The study proposes an approach to developing the automatic system for classification the state of children (typical development, autism spectrum disorders, and Down syndrome) based on the linguistic characteristics of speech. 62 boys aged 8–11 years including 20 children wit

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,WikiMulti: A Corpus for Cross-Lingual Summarization,uce WikiMulti - a new dataset for cross-lingual summarization based on Wikipedia articles in 15 languages. As a set of baselines for further studies, we evaluate the performance of existing cross-lingual abstractive summarization methods on our dataset. We make our dataset publicly available here: .

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,Interplay of Visual and Acoustic Cues of Irony Perception: A Case Study of Actor’s Speech,and non-ironic utterances from modern films and series taking into account narrow and broad context, lexical and semantic markers. Then we extracted the target utterances from the context eliminating any markers of irony. The participants of the perceptual experiments could rely only on the visual a

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,Translation of Medical Texts with Ensembling and Knowledge Distillation, performance of a teacher consisting of an ensemble of 6 models can be achieved with the help of a student consisting of one model, which leads to significantly faster decoding and a large increase in the quality of the model. In our approach to distilling knowledge, we translate the full training d

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https://doi.org/10.1007/978-3-031-23372-2adaptive boosting; artificial intelligence; automata theory; classification methods; computational lingu

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Emotionsorientierte Konfliktbearbeitung and suffer from indeterminacy. In order to improve this situation, we split the image synthesis task into separate parts with predicting the layout of the scene as one of these tasks. We believe that it could be started with the background, which is usually determined by the location of the scene. G

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