Sentimentally enhanced conversation recommender system by Fengjin Liu, Qiong Cao, Xianying Huang, Huaiyu Liu

“…Second, by deeply analyzing the emotional semantics in dialogues, the system accurately identifies users’ emotional tendencies toward entities and recommends those that best align with their preferences. …”
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Headline-Guided Extractive Summarization for Thai News Articles by Pimpitchaya Kositcharoensuk, Nakarin Sritrakool, Ploy N. Pratanwanich

“…Our model utilizes a pre-trained language model to capture complex language semantics and assigns a probability to each sentence to be included in the summary. …”
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Transition et paysage. Analyse des projets de fin d’études de la promotion 2019 de l’École nationale supérieure de paysage by Benoît Dugua, Auréline Doreau, Mégane Millet Lacombe

“…The survey is mainly based on a cross-sectional analysis of the forty or so final year projects of the class of 2019, illustrated by a more detailed examination of some of the projects. It is the semantics describing project targets which integrate transition issues that we seek to reveal here. …”
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TMFN: a text-based multimodal fusion network with multi-scale feature extraction and unsupervised contrastive learning for multimodal sentiment analysis by Junsong Fu, Youjia Fu, Huixia Xue, Zihao Xu

“…Text, visual, and audio each have unique characteristics in MSA, with text often providing more emotional cues due to its rich semantics. However, current approaches treat modalities equally, not maximizing text’s advantages. …”
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Multi-valued mappings on Pompeiu-Hausdorff fuzzy b-metric spaces and a common fixed point result by Noreddine Makran, Stojan N. Radenović

“…Conclusion: The study of denotational semantics and their applications in control theory using fuzzy b-metric spaces and Pompeiu-Hausdorff fuzzy b-metric spaces will be an important next step.…”
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DeepSeek vs. ChatGPT: Comparative Efficacy in Reasoning for Adults’ Second Language Acquisition Analysis by Mohammad Mahyoob Albuhairy, Jeehaan Algaraady

“…DeepSeek has recently emerged as the latest advancement in NLP, showing great potential in pure text-generation jobs, semantic analysis, and context-dependent language modeling capabilities. …”
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Text to Realistic Image Generation with Attentional Concatenation Generative Adversarial Networks by Linyan Li, Yu Sun, Fuyuan Hu, Tao Zhou, Xuefeng Xi, Jinchang Ren

“…Second, the deep attentional multimodal similarity model is introduced into the network, and we match word vectors with images in a common semantic space to compute a fine-grained matching loss for training the generator. …”
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MLDFNet: A Multilabel Dual-Flow Network for Change Detection in Bitemporal Remote Sensing Images by Daniyaer Sidekejiang, Panpan Zheng, Liejun Wang

“…The ED-guided strategy supervises the encoding process with our self-generated edge labels, enabling feature extraction with reduced noise and more precise semantics. Concurrently, the Dual-flow strategy allows the network to process overall and edge information separately, reducing the interference between the two and enabling the network to observe both simultaneously. …”
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Diego Velázquez's Kings, Buffoons and Philosophers in the Context of His Religious Paintings: the View from Russia (Philosophical-Anthropological Analysis) by M. Silantieva

“…The visual "texts" connected with certain world outlook component of art creative work undoubtedly possess definite semantics. Expressed by the language of art, such image lines contain intelligible sense component reconstruction of which can be subjected to strict scientific and philosophical analysis and corrected with its help. …”
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Concepts, features and types of administrative procedures by V. Y. Kikinchuk

“…It has been indicated that understanding the content and essence of administrative procedures is a kind of success in qualitative cognition of the entire system of administrative law. The semantics of the term of “administrative procedure” has been specified. …”
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Distributed delays in a hybrid model of tumor-Immune system interplay by Giulio Caravagna, Alex Graudenzi, Alberto d’Onofrio

“…This model is a Stochastic Hybrid Automata and its semantics is a Piecewise Deterministic Markov process where a two-dimensional stochastic process is interlinked to a multi-dimensional mean-field system. …”
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PLAGIARISM AS ANTROPOLOGICAL AND SOCIAL PHENOMENON by T. S. Parkhomenko

“…With the nominates, which denoted the practice, "Plagium" had as its predecessors the Greek "Λογοκλόπία" and the Latin "Furta". The modern semantics genesis of the term "plagiarism" took place as a process of changing the nominal values due to the complication of the semantic structure of the word before reintegration. 2. …”
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Functional segregation of rostral and caudal hippocampus in associative memory by Alicia Nunez Vorobiova, Matteo Feurra, Enea Francesco Pavone, Lennart Stieglitz, Lukas Imbach, Victoria Moiseeva, Johannes Sarnthein, Tommaso Fedele, Tommaso Fedele, Tommaso Fedele

“…Given its complexity, the hippocampus participates in multiple aspects of higher cognitive functions, among which are semantics-based encoding and retrieval. However, the “where,” “when” and “how” of distinct aspects of memory processing in the hippocampus are still under debate.MethodsHere, we employed a visual associative memory task that involved encoding three levels of subjective congruence to delineate the differential involvement of the rostral and caudal portions (also referred as anterior/posterior portions) of the human hippocampus during memory encoding, recognition and associative recall.ResultsThrough stereo-EEG recordings in epilepsy patients we show that associative memory is reflected by rostral hippocampal activity during encoding, and caudal hippocampal activity during retrieval. …”
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Similarities and differences between two Hungarian particles for also: szintén and is by Judit Farkas, Bettina Futó, Aliz Huszics, Judit Kleiber, Mónika Dóla, Gábor Alberti

“… The paper provides a comparative analysis of the syntax, semantics and pragmatics of two Hungarian particles with the same logical core meaning also: is and szintén. …”
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CircRNA-Disease Associations Prediction Based on Metapath2vec++ and Matrix Factorization by Yuchen Zhang, Xiujuan Lei, Zengqiang Fang, Yi Pan

“…Firstly, circRNA annotation, sequence, and functional similarity networks are established, and disease-related genes and semantics are adopted to construct disease functional and semantic similarity networks. …”
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Abstractive Summarization of Historical Documents: A New Dataset and Novel Method Using a Domain-Specific Pretrained Model by Keerthana Murugaraj, Salima Lamsiyah, Christoph Schommer

“…Furthermore, we leverage the potential of HistBERT, a domain-specific bidirectional language model trained on the balanced Corpus of Historical American English, (<uri>https://www.english-corpora.org/coha/</uri>) to capture the semantics of the input documents. Specifically, our method adopts an encoder-decoder architecture, combining the pre-trained HistBERT encoder with a randomly initialized Transformer decoder. …”
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Defining pediatric polypharmacy: A scoping review. by Paul M Bakaki, Alexis Horace, Neal Dawson, Almut Winterstein, Jennifer Waldron, Jennifer Staley, Elia M Pestana Knight, Sharon B Meropol, Rujia Liu, Hannah Johnson, Negar Golchin, James A Feinstein, Shari D Bolen, Lawrence C Kleinman

“…<h4>Objectives</h4>Lack of consensus regarding the semantics and definitions of pediatric polypharmacy challenges researchers and clinicians alike. …”
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شبکات التواصل الاجتماعى ودورها فى تطویر خدمات المعلومات بمکتبات قصور الثقافة بمحافظة الاسکندریة :دراسة میدانیة... by د. اسماء حسین محمد

“…The study also tries to know the extent of the impact of social  networks to increase the number of users of the services of these libraries, alsoThe study attempts to serve as a guide that can be used by libraries of culturalpalaces through proposals that will increase the effectiveness of benefiting fromits services in the age of social networks.The study based on the field survey methodology to determine theservices provided by the libraries of cultural palaces in Alexandria Governorate inthe era of social networks, and collecting facts and data, and then explainingthem to use their semantics in achieving the objectives of the study, One of themost important findings of the study that, social networks have helped to providebetter services, increasing the number of users from these libraries day after day…”
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UKRAINIAN ELITES DISCOURSE IN RESPECT OF THE DONBASS TERRITORY AND POPULATION OF 2009-2018: ANALYSIS OF THE NATIONAL FACEBOOK SEGMENT by A. A. Tokarev

“…The aim of the study is to analyze the semantics, frequency and emotionality of the two major discourses – in relation to the population and the territory of Donbas – using the analysis of the national Facebook segment. …”
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FECI-RTDETR a Lightweight Unmanned Aerial Vehicle Infrared Small Target Detector Algorithm Based on RT-DETR by Renzheng Xue, Shijie Hua, Haiqiang Xu

“…This allows the model to better understand the contextual semantics of targets and improves detection accuracy. …”
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