05857nam 22008655 450 991099649340332120250414132319.03-031-88036-610.1007/978-3-031-88036-0(CKB)38429206200041(DE-He213)978-3-031-88036-0(MiAaPQ)EBC32010384(Au-PeEL)EBL32010384(EXLCZ)993842920620004120250414d2025 u| 0engur|||||||||||txtrdacontentcrdamediacrrdacarrierAnalysis of Images, Social Networks and Texts 12th International Conference, AIST 2024, Bishkek, Kyrgyzstan, October 17–19, 2024, Revised Selected Papers /edited by Alexander Panchenko, Dmitriy Gubanov, Michael Khachay, Andrey Kutuzov, Natalia Loukachevitch, Andrey Kuznetsov, Irina Nikishina, Maxim Panov, Panos M. Pardalos, Andrey V. Savchenko, Evgenii Tsymbalov, Elena Tutubalina, Aida Kasieva, Dmitry I. Ignatov1st ed. 2025.Cham :Springer Nature Switzerland :Imprint: Springer,2025.1 online resource (XX, 275 p. 59 illus., 50 illus. in color.) Lecture Notes in Computer Science,1611-3349 ;154193-031-88035-8 -- 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.This book constitutes the refereed proceedings of the 12th International Conference on Analysis of Images, Social Networks and Texts, AIST 2024, held in Bishkek, Kyrgyzstan, during October 17–19, 2024. The 16 full papers included in this book were carefully reviewed and selected from 70 submissions. They were organized in topical sections as follows: Natural Language Processing; Computer Vision; Data Analysis and Machine Learning; and Theoretical Machine Learning and Optimization.Lecture Notes in Computer Science,1611-3349 ;15419Data miningMachine learningDatabase managementNatural language processing (Computer science)Information storage and retrieval systemsApplication softwareData Mining and Knowledge DiscoveryMachine LearningDatabase ManagementNatural Language Processing (NLP)Information Storage and RetrievalComputer and Information Systems ApplicationsData mining.Machine learning.Database management.Natural language processing (Computer science)Information storage and retrieval systems.Application software.Data Mining and Knowledge Discovery.Machine Learning.Database Management.Natural Language Processing (NLP).Information Storage and Retrieval.Computer and Information Systems Applications.006.312Panchenko Alexanderedthttp://id.loc.gov/vocabulary/relators/edtGubanov Dmitriyedthttp://id.loc.gov/vocabulary/relators/edtKhachay Mikhail Yu.edthttp://id.loc.gov/vocabulary/relators/edtKutuzov Andreyedthttp://id.loc.gov/vocabulary/relators/edtLoukachevitch Nataliaedthttp://id.loc.gov/vocabulary/relators/edtKuznetsov Andreyedthttp://id.loc.gov/vocabulary/relators/edtNikishina Irinaedthttp://id.loc.gov/vocabulary/relators/edtPanov Maximedthttp://id.loc.gov/vocabulary/relators/edtPardalos Panos Medthttp://id.loc.gov/vocabulary/relators/edtSavchenko Andrey Vedthttp://id.loc.gov/vocabulary/relators/edtTsymbalov Evgeniiedthttp://id.loc.gov/vocabulary/relators/edtTutubalina Elenaedthttp://id.loc.gov/vocabulary/relators/edtKasieva Aidaedthttp://id.loc.gov/vocabulary/relators/edtIgnatov Dmitry Iedthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK9910996493403321Analysis of images, social networks and texts1907262UNINA