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Author:   Alexander Panchenko ,  Dmitriy Gubanov ,  Michael Khachay ,  Andrey Kutuzov
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Volume:   15419
ISBN:  

9783031880353

ISBN 10:   3031880358
Pages:   275
Publication Date:   15 April 2025
Audience:   Professional and scholarly ,  College/higher education ,  Professional & Vocational ,  Postgraduate, Research & Scholarly
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand  
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Table of Contents

.- Keynote and Invited Papers. .- KyrgyzNLP: Challenges, Progress, and Future. .- Modeling Information Influence and Control in Social Networks: Integrating Opinions, Trust, Reputation, and Agent Dynamics. .- Natural Language Processing. .- Graphical Abbreviation Disclosure in Russian Language. .- Iterative Improvement of an Additively Regularized Topic Model. .- Key Algorithms for Keyphrase Generation: Instruction-Based LLMs for Russian Scientific Keyphrases. .- Shrink the longest: improving latent space isotropy with simplicial geometry. .- Redefining Annotation Practices: Leveraging Large Language Models for Discourse Annotation. .- GERA: a corpus of Russian school texts annotated for Grammatical Error Correction. .- From Tokens to Tales: Semantic Similarity in Story Generation. .- Cross-Language Summarization in Russian and Chinese Using the Reinforcement Learning. .- Computer Vision. .- Temporal Modeling via TCN and Transformer for Audio-Visual Emotion Recognition. .- YOLO-HTR: Page-Level Recognition of Historical Handwritten Document Collections. .- Data Analysis and Machine Learning. .- An optimal set of implications in triadic contexts. .- Uniting contrastive and generative learning for event sequences models. .- Theoretical Machine Learning and Optimization. .- An asymptotically optimal algorithm for the minimum weight spanning tree with arbitrarily bounded diameter on random inputs. .- Automatic Adaptive Conformal Inference for Time Series Forecasting.

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