A Deep Paraphrase Identification Model Interacting Semantics with Syntax by Leilei Kong, Zhongyuan Han, Yong Han, Haoliang Qi

“…Based on the insight that a successful paraphrase identification model needs to adequately capture the semantics of the language objects as well as their interactions, we present a deep paraphrase identification model interacting semantics with syntax (DPIM-ISS) for paraphrase identification. …”
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Russian Neologisms with Social Semantics: Features of Identification and Principles of Lexicography by A. V.  Shchetinina

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Pattern and semantic analysis to improve unsupervised techniques for opinion target identification by Khairullah khan, Ashraf Ullah, Baharum Baharudin

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Semantic Representation of Social and Role Identification in Subject Self-Organization of Personality by Сергій Дьяков

“…Findings. The presented semantic scales of qualities and personality traits (factors of socio-psychological identification) reveal the systemic relationship and the level structure of the PSO, and also make it possible to assess subjectness.…”
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Updating the dictionary: Semantic change identification based on change in bigrams over time by Sanni Nimb, Nicolai Hartvig Sørensen, Henrik Lorentzen

“… We investigate a method of updating a Danish monolingual dictionary with new semantic information on already included lemmas in a systematic way, based on the hypothesis that the variation in bigrams over time in a corpus might indicate changes in the meaning of one of the words. …”
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Structural Component Identification and Damage Localization of Civil Infrastructure Using Semantic Segmentation by Piotr Tauzowski, Mariusz Ostrowski, Dominik Bogucki, Piotr Jarosik, Bartłomiej Błachowski

“…Additionally, based on the obtained results of semantic segmentation, it can be concluded that DeepLabV3+ outperforms U-net in structural component identification. …”
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STRUCTURING OF INFORMATION SPACE OF TECHNICAL UNIVERSITY USING PROCESS APPROACH AND SEMANTIC IDENTIFICATION by Gennady V. Startsev, Maria A. Shilina, Aleksandr A. Barmin, Olesya V. Barmina

“…Proposed multidimensional semantic model of information resource set of mathematical models for description of system modelsof business processed and method for identification of information resources. …”
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Modelling Associative-Semantic Content as Regards the Logic-of-Semantics Dimension of the Adolescents’ Speech by Наталя Токарева

“…Drawing on the results of the frequency analysis of the use of typical associative patterns for organizing the semantic field of speech, it was stated that the most represented among adolescents is a semantic way of reasoning based on the identification signs of the general contour of the trigger word at the level of its meaning. …”
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Sentence Embeddings and Semantic Entity Extraction for Identification of Topics of Short Fact-Checked Claims by Krzysztof Węcel, Marcin Sawiński, Włodzimierz Lewoniewski, Milena Stróżyna, Ewelina Księżniak, Witold Abramowicz

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SEMANTIC OUTLINES OF MODERN GEOGRAPHY by Viacheslav D. SUKHORUKOV, Yuriy N. GLADKIY

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Automated Microservices Identification Through Business Process Analysis: A Semantic-Driven Clustering Approach by Idris Oumoussa, Rajaa Saidi

“…Addressing limitations in existing microservices identification techniques, this approach utilizes advanced Natural Language Processing (NLP) techniques—such as Named Entity Recognition (NER) and semantic analysis—to capture dependencies and align boundaries with business logic. …”
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Optimising window size of semantic of classification model for identification of in-text citations based on context and intent. by Arshad Iqbal, Abdul Shahid, Muhammad Roman, Muhammad Tanvir Afzal, Umair Ul Hassan

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Multiclass semantic segmentation for prime disease detection with severity level identification in Citrus plant leaves by P. Dinesh, Ramanathan Lakshmanan

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Adaptive Select Loss Strategy for Semantic Segmentation of Agricultural Crop Images by Corneliu Florea, Laura Florea, Mihai Ivanovici

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Dual-Branch Occlusion-Aware Semantic Part-Features Extraction Network for Occluded Person Re-Identification by Bo Sun, Yulong Zhang, Jianan Wang, Chunmao Jiang

“…Occlusion remains a major challenge in person re-identification, as it often leads to incomplete or misleading visual cues. …”
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TMNRED, A Chinese Language EEG Dataset for Fuzzy Semantic Target Identification in Natural Reading Environments by Yanru Bai, Qi Tang, Ran Zhao, Hongxing Liu, Shuming Zhang, Mingkun Guo, Minghan Guo, Junjie Wang, Changjian Wang, Mu Xing, Guangjian Ni, Dong Ming

“…This study aims to construct a Chinese natural reading EEG dataset, TMNRED, for semantic target identification in natural reading environments. …”
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SRL-ACO: A text augmentation framework based on semantic role labeling and ant colony optimization by Aytuğ Onan

“…The framework uses SRL to identify the semantic roles of words in a sentence and ACO to generate new sentences that preserve these roles. …”
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Adaptive Variability of Cognitive Modelling of Lexical Semantics by O. V. Valko

“…The results of cognitive research, usually presented in the form of models or schemes, facilitate subsequent comparison of ways of categorization in other languages, as well as the identification of common universal laws of human cognition and the principles of its reflection in semantics.…”
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SEMANTICS OF ARCHAIC IMAGERY IN NORTH CAUCASIAN LITERATURE by A. D. BOLATOVA (ATABIEVA)

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Dragon Images in Japanese Culture: Genesis and Semantics by N. N. Izotova

“…The relevance of the study is due to the increased attention of researchers to the basic values of local cultures, issues of symbolism, inextricably linked to the problems of national self-identification. The methodological basis of the study is the structural-semiotic approach, which was used to analyze the value content of the dragon image, the descriptive-analytical method, and the method of cognitive interpretation of the semantics of linguistic means verbalizing the dragon image in the Japanese language. …”
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