LEADER 05857nam 22008655 450 001 9910996493403321 005 20250414132319.0 010 $a3-031-88036-6 024 7 $a10.1007/978-3-031-88036-0 035 $a(CKB)38429206200041 035 $a(DE-He213)978-3-031-88036-0 035 $a(MiAaPQ)EBC32010384 035 $a(Au-PeEL)EBL32010384 035 $a(EXLCZ)9938429206200041 100 $a20250414d2025 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aAnalysis of Images, Social Networks and Texts $e12th International Conference, AIST 2024, Bishkek, Kyrgyzstan, October 17?19, 2024, Revised Selected Papers /$fedited 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. Ignatov 205 $a1st ed. 2025. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2025. 215 $a1 online resource (XX, 275 p. 59 illus., 50 illus. in color.) 225 1 $aLecture Notes in Computer Science,$x1611-3349 ;$v15419 311 08$a3-031-88035-8 327 $a -- 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. 330 $aThis book constitutes the refereed proceedings of the 12th International Conference on Analysis of Images, Social Networks and Texts, AIST 2024, held in Bishkek, Kyrgyzstan, during October 17?19, 2024. The 16 full papers included in this book were carefully reviewed and selected from 70 submissions. They were organized in topical sections as follows: Natural Language Processing; Computer Vision; Data Analysis and Machine Learning; and Theoretical Machine Learning and Optimization. 410 0$aLecture Notes in Computer Science,$x1611-3349 ;$v15419 606 $aData mining 606 $aMachine learning 606 $aDatabase management 606 $aNatural language processing (Computer science) 606 $aInformation storage and retrieval systems 606 $aApplication software 606 $aData Mining and Knowledge Discovery 606 $aMachine Learning 606 $aDatabase Management 606 $aNatural Language Processing (NLP) 606 $aInformation Storage and Retrieval 606 $aComputer and Information Systems Applications 615 0$aData mining. 615 0$aMachine learning. 615 0$aDatabase management. 615 0$aNatural language processing (Computer science) 615 0$aInformation storage and retrieval systems. 615 0$aApplication software. 615 14$aData Mining and Knowledge Discovery. 615 24$aMachine Learning. 615 24$aDatabase Management. 615 24$aNatural Language Processing (NLP). 615 24$aInformation Storage and Retrieval. 615 24$aComputer and Information Systems Applications. 676 $a006.312 702 $aPanchenko$b Alexander$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aGubanov$b Dmitriy$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aKhachay$b Mikhail Yu.$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aKutuzov$b Andrey$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aLoukachevitch$b Natalia$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aKuznetsov$b Andrey$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aNikishina$b Irina$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aPanov$b Maxim$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aPardalos$b Panos M$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aSavchenko$b Andrey V$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aTsymbalov$b Evgenii$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aTutubalina$b Elena$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aKasieva$b Aida$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aIgnatov$b Dmitry I$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910996493403321 996 $aAnalysis of images, social networks and texts$91907262 997 $aUNINA