Artificial Intelligence and Natural Language

Inferring image background from text description. - Topical Extractive Summarization. - The Semantic Shifts of the Topical Structure in the Corpus of Lentach News Posts. - Development of folklore motif classifie using limited data. - Morphological and Emotional Features of the Speech in Children with Typical Development, Autism Spectrum Disorders and Down Syndrome. - WikiMulti: a Corpus for Cross-Lingual Summarization. - Rethinking Crowd Sourcing for Semantic Similarity. - Interplay of Visual and Acoustic Cues of Irony Perception: a Case Study of Actor s Speech. - Findings of Biomedical Russian to English Machine Translation Competition. - Translation of medical texts with ensembling and knowledge distillation.