Prompt Framework for Extracting Scale-Related Knowledge Entities from Chinese Medical Literature: Development and Evaluation Study by Jie Hao, Zhenli Chen, Qinglong Peng, Liang Zhao, Wanqing Zhao, Shan Cong, Junlian Li, Jiao Li, Qing Qian, Haixia Sun

“…MethodsMedScaleNER incorporates demonstration retrieval within in-context learning, chain-of-thought prompting, and self-verification strategies to improve performance. The framework dynamically retrieves optimal examples using a k-nearest neighbors approach and decomposes the NER task into two subtasks: entity type identification and entity labeling. …”
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Students individual work on pediatric surgery chair as one of credit-modular education system factors by O. V. Lyaturinska, M. O. Makarova

“…Students should know the stages and form of task verification. For this methodical guidelines for task implementation should be stated in the task. …”
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Lessons from the Chemical Weapons Convention Negotiations and Implementation for the Diplomatic Challenges of Negotiating ‘Irreversibility’ by John Walker

“…The task exists on several levels: the practical and technical – how to design and implement an effective verification regime, the legal – how to frame necessary treaty definitions, prohibitions and controls; and diplomatic – negotiating and agreeing on the treaty provisions and the temporal factors. …”
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On the Efficiency of the Soil Digging Processes by J. Maciejewski, A. Jarzębowski, W. Trąmpczyński

“…Dividing the whole excavation task into several repeatable cycles for which the soil free boundary before and after the experiment are similar, the optimization of the single cycle plays a significant role in the energetic efficiency of the whole task. …”
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Redefining Object Detection for Open-World Settings: A Framework for Simultaneous Identification of Known and Unknown Classes by Muhammad Ali Iqbal, Yeo Chan Yoon, Soo Kyun Kim

“…In Task 2, K-mAP improved by 5.65 points, U-mAP by 2.43 points, and U-Recall by 2.46 points. …”
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Ground validation of manipulator adaptive variable admittance control method for detumbling a space noncooperative satellite by Xinlin Bai, Xiwen Li, Zhen Zhao, Zhigang Xu

“…Finally, the composition of the designed ground hardware-in-the-loop verification platform are demonstrated, and on this basis, verification principle is elaborated. …”
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Forecasting the discharge into Hoa Binh reservoir by applying the connecting model marine - imech1D by Nguyen Tien Cuong, Trinh Thu Phuong

“…Da river is the biggest one of three rivers: Da, Thao and Lo which flow into Hong river, so calculating and forecasting correctly the discharge to Hoa Binh reservoir take an important role in managing the task of flood preventing in the Hong - Thai Binh river system. …”
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Diagnostics of leaks with unknown amplitudes against the background of interference caused by accidental consumption in the hydraulic system for the forest complex by Sazonova Svetlana, Zolnikov Konstantin, Skvortsova Tatyana, Kravchenko Andrey, Zarevich Anton

“…It is noted that the transition from the task of verifying a two-alternative hypothesis to the task of verifying multi-alternative hypotheses or pattern recognition provides a deeper and more comprehensive analysis of leaks.…”
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PRISM: Patient Records Interpretation for Semantic clinical trial Matching system using large language models by Shashi Gupta, Aditya Basu, Mauro Nievas, Jerrin Thomas, Nathan Wolfrath, Adhitya Ramamurthi, Bradley Taylor, Anai N. Kothari, Regina Schwind, Therica M. Miller, Sorena Nadaf-Rahrov, Yanshan Wang, Hrituraj Singh

“…Typically, this task is labor-intensive and requires detailed verification of patient electronic health records (EHRs) against the stringent inclusion and exclusion criteria of clinical trials. …”
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A relation-enhanced mean-teacher framework for source-free domain adaptation of object detection by Dingqing Tian, Changbo Xu, Shaozhong Cao

“…Source-Free Domain Adaptation Object Detection (SF-DAOD) is a challenging task in the field of computer vision. This task is used when the source-domain dataset is not accessible. …”
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Minimizing Hallucinations and Communication Costs: Adversarial Debate and Voting Mechanisms in LLM-Based Multi-Agents by Yi Yang, Yitong Ma, Hao Feng, Yiming Cheng, Zhu Han

“…Additionally, an entropy compression technique is introduced to enhance communication efficiency by reducing token usage and task completion time. Experimental results demonstrate that the framework significantly improves accuracy, showing a steady increase in composite accuracy across 20 evaluation batches while reducing hallucinations and optimizing task completion time. …”
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DC/DC converter to power spectral lamps by M. Yu. Nikolshin, A. V. Frunze, V. K. Bityukov

“…Therefore, the development of the pulse DC/DC converter with high efficiency and low rippling is a relevant and expedient problem.Methods. The set task is solved by methods of mathematical calculations, circuit simulation in LTSpice XVII сomputer-aided design system, and experimental verification.Results. …”
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Object classification based on impulse response analysis using vibration propagation by Tomohiro Nozawa, Hideyuki Sawada

“…Object recognition is an important task for robots to handle different objects. We focus on the differences in vibration propagation through an object in relation to the material characteristics, and develop a novel method to perform object classification using vibration. …”
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Detecting Mentions of Green Practices in Social Media Based on Text Classification by Anna Valerevna Glazkova, Olga Vladimirovna Zakharova, Anton Viktorovich Zakharov, Natalya Nikolayevna Moskvina, Timur Ruslanovich Enikeev, Arseniy Nikolaevich Hodyrev, Vsevolod Konstantinovich Borovinskiy, Irina Nikolayevna Pupysheva

“…The paper is devoted to the task of searching for mentions of green practices in social media texts. …”
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Investigating design parameter effects on the curvature of composite soft actuators by automated numerical simulation with Python integration by Trinh Xuan Hiep, Van Binh Phung

“…Compared to traditional methods requiring approximately 60 minutes for a single task, our technique achieves the same in merely 10 minutes. …”
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Artificial Intelligence in Fetal Echocardiography by E. L. Bokerija, N. E. Yannaeva, A. N. Sencha, P. V. Metelkin, O. V. Yurchenko

“…Each view is at least 25 frames. Verification was performed by confirming/changing the diagnosis by a physician and confirming the diagnosis after birth.Conclusions: As a result, the task of determining zones of the fetal chest and heart was solved with an approximate accuracy of 98%; the task of classifying the heart view on the frame was solved with an approximate accuracy of 82%, and the task of determining the disease on the heart views was solved with an approximate accuracy of 77%.…”
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Medication safety analysis of elderly inpatients based on improved functional resonance analysis method (FRAM): a mixed methods study by Jing Yang, Xuwen Yin, Yue Xu, Zejuan Gu, Tingru Li, Yanhong Yan, Qiaoling Jiang, Ting Lu, Yangyang Fu, Yan Yu, Zhongyan Hou

“…Among the safety management measures, task-technology fit and technology-individual fit were the most common. …”
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Pharmacist support in the entry of blood drug concentration test order avoids vancomycin-induced kidney injury by Naoki Yoshikawa, Chiaki Miyata, Hidehiko Koreeda, Shuichi Nakahara, Yuki Matsusaki, Yusei Yamada, Takehiko Nagano, Hidenobu Ochiai, Ryuji Ikeda

“…Background: Task shifting and sharing have been proposed as strategies to address healthcare staffing shortages and improve patient outcomes. …”
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Didactic potential of digital technologies in linguistic education of university students by Olga M. Osiyanova, Yulia S. Kondrashina

“…The integration of digital technologies into the educational process set the task of identifying their potential in foreign language training, necessary for effective interaction of university graduates in the global information space. …”
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Exploring Multi-Agent Debate for Zero-Shot Stance Detection: A Novel Approach by Junxia Ma, Changjiang Wang, Lu Rong, Bo Wang, Yaoli Xu

“…However, due to insufficient contextual information and the inherent ambiguity of language, this task faces numerous challenges in low-resource scenarios. …”
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