Integrating deformable CNN and attention mechanism into multi-scale graph neural network for few-shot image classification by Yongmin Liu, Fengjiao Xiao, Xinying Zheng, Weihao Deng, Haizhi Ma, Xinyao Su, Lei Wu

“…The experimental results show that compared with the benchmark model and several representative Few-shot classification algorithm models, the new CA-MFE model has significant superior performance in processing few-shot classification data.…”
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Shot Peening Effect on Reduced Graphene Oxide-based AA1070 Alloys Produced by Stir Casting Technique by İremnur Bülbül, Remzi Varol, Mehmet Fahri Saraç

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Enhancing zero-shot relation extraction with a dual contrastive learning framework and a cross-attention module by Diyou Li, Lijuan Zhang, Jie Huang, Neal Xiong, Lei Zhang, Jian Wan

Subjects: “…Zero-shot relation extraction…”
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DSMF-Net: Dual Semantic Metric Learning Fusion Network for Few-Shot Aerial Image Semantic Segmentation by Xiyu Qi, Yidan Zhang, Lei Wang, Yifan Wu, Yi Xin, Zhan Chen, Yunping Ge

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Goal and shot prediction in ball possessions in FIFA Women’s World Cup 2023: a machine learning approach by Iyán Iván-Baragaño, Antonio Ardá, José L. Losada, Rubén Maneiro

“…The objectives of this study were to create two predictive classification models to forecast the occurrence of a shot or a goal in the FIFA Women’s World Cup 2023 and to identify the associated technical-tactical indicators to these outcomes.MethodsA total of 2,346 ball possessions were analyzed using an observational design, mapping two different target variables (Success = Goal and Success2 = Goal or Shot) with a relative frequency of 1.28 and 8.35%, respectively. …”
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Enhancing zero-shot stance detection via multi-task fine-tuning with debate data and knowledge augmentation by Qinlong Fan, Jicang Lu, Yepeng Sun, Qiankun Pi, Shouxin Shang

Subjects: “…Zero-shot stance detection…”
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Who calls the shots in Naomi's life? Reading the Naomi-Ruth story within the African religio-cultural context

“…Basing one’s arguments on the apparent resemblances between the world view in which the narrative of Ruth is embedded and the African (Northern Sotho) world view, how may it be far-fetched to argue that the dead (males) called the shots in Naomi’s life? …”
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Red Army Soldiers from Kalmykia in the Battles for Belarus: a Historical and Statistical Study by Sergey G. Ershov

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Using effective signal filtering methods to data processing from a fiber-optic temperature sensor by I. A. Ershov

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POLITICAL MYTHS AND STEREOTYPES IN THE ETHNIC CONSCIOUSNESS OF THE CHUVASH PEOPLE by S. Grishaeva, N. Ershov

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Zero-Shot Remote Sensing Scene Classification Based on Automatic Knowledge Graph and Dual-Branch Semantic Correlation Supervision by Chao Wang, Jiajun Yang, Tanvir Ahmed, Yang Zhao, Tong Zhang, Bing Sun, Tao Xie, Jie Wang, Tianyu Chen

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EVALUATING LARGE LANGUAGE MODELS FOR MEDICAL INFORMATION EXTRACTION: A COMPARATIVE STUDY OF ZERO-SHOT AND SCHEMA-BASED METHODS by Zakaria KADDARI, Ikram El HACHMI, Jamal BERRICH, Rim AMRANI, Toumi BOUCHENTOUF

“…The authors explore two distinct methods: a zero-shot extraction approach and a schema-based extraction approach. …”
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Large Language Model Approach for Zero-Shot Information Extraction and Clustering of Japanese Radiology Reports: Algorithm Development and Validation by Yosuke Yamagishi, Yuta Nakamura, Shouhei Hanaoka, Osamu Abe

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EMNet: A Novel Few-Shot Image Classification Model with Enhanced Self-Correlation Attention and Multi-Branch Joint Module by Fufang Li, Weixiang Zhang, Yi Shang

Subjects: “…few-shot image classification…”
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Examining the dynamics of plagiarism: a comparative analysis before, during, and after the COVID-19 pandemic by Yovav Eshet

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Performance, Test-retest Reliability, and Measurement Error of the Upper Limb Seated Shot Put Test According to Different Positions of Execution by Gustavo O Tagliarini, José R. de S Junior, Glauber M, P Barbosa, Leonardo L B Secchi

“…# BACKGROUND The unilateral Seated Shot-Put Test (USSPT) is an easy to apply, inexpensive tool that can be used to assess shoulder performance unilaterally. …”
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MetaTrans-FSTSF: A Transformer-Based Meta-Learning Framework for Few-Shot Time Series Forecasting in Flood Prediction by Jiange Jiang, Chen Chen, Anna Lackinger, Huimin Li, Wan Li, Qingqi Pei, Schahram Dustdar

Subjects: “…few-shot learning…”
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Assessing the performance of zero-shot visual question answering in multimodal large language models for 12-lead ECG image interpretation by Tomohisa Seki, Yoshimasa Kawazoe, Yoshimasa Kawazoe, Hiromasa Ito, Yu Akagi, Toru Takiguchi, Kazuhiko Ohe, Kazuhiko Ohe

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Injuries from blank cartridge shots in suicide attempts within the South Korean military: a case series of five patients by Jeong Il Joo, Changsin Lee, Kyungwon Lee

“…However, blank cartridge shots (BCS) can still cause injuries ranging from minor to life-threatening. …”
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RETRACTED: Tax resident status: approaches to determination and consequences of its loss by an individual by Berman Alisa, Ershov Nikita

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