Results 11 to 20 of about 3,188,928 (255)
Making LLMs Worth Every Penny: Resource-Limited Text Classification in Banking [PDF]
International Conference on AI in Finance, 2023 Standard Full-Data classifiers in NLP demand thousands of labeled examples, which is impractical in data-limited domains. Few-shot methods offer an alternative, utilizing contrastive learning techniques that can be effective with as little as 20 examples
L. Loukas +4 more
semanticscholar +1 more source
Budget Participation and Budget Goal Commitment: Does Religiosity Play a Role?
Asian Journal of Accounting Perspectives, 2022 Research aim: This paper investigates whether religiosity, within a goal-setting context, affects goal commitment as well as moderates budget participation and budget goal commitment relationship. Design/Methodology/ Approach: A questionnaire survey was
Ruzita Jusoh +2 more
doaj +5 more sources
Full or Weak Annotations? An Adaptive Strategy for Budget-Constrained Annotation Campaigns [PDF]
Computer Vision and Pattern Recognition, 2023 Annotating new datasets for machine learning tasks is tedious, time-consuming, and costly. For segmentation applications, the burden is particularly high as manual delin-eations of relevant image content are often extremely expensive or can only be done ...
Javier Gamazo Tejero +4 more
semanticscholar +1 more source
Efficiency of the medium-term planning of federal expenditures in Germany: accuracy of budgetary projections [PDF]
Научно-аналитический вестник Института Европы РАН, 2018 The article examines the efficiency of medium-term financial planning in Germany from the point of view of the accuracy of budget projections for federal expenses.
Maria Gracheva
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Legal regulation of the principle of transparency in the budgetary process of the Republic of Poland
Przegląd Prawniczy Uniwersytetu im. Adama Mickiewicza, 2013 The article describes the organizational and legal foundation of the principle of budget transparency in Poland. The study considers the legal basis for access to information about the activities of public authorities and the legal foundation of the ...
Semen Yankevich
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Modern Budget Classification in the Public Finance System of Georgia
Globalization and Business, 2017 Market after the transition radically changed the financial management system in Georgia. The centralized budgetn system was replaced by a new budget system, based on independence and equality of budgets of different levels.
Merab Vanishvili, Lekso Lemonjava
semanticscholar +1 more source
THE BUDGET PROGRAM: ECONOMIC CONTENT AND PRACTICE OF IMPLEMENTATION [PDF]
Baltic Journal of Economic Studies, 2017 The aim of the article is to analyse the practice of the economic content of budget programs’ implementation in Ukraine. The definition of the budget program is given. It is noted that, in the Ukrainian legislative area, there is a wide range of programs,
Iryna Shevchenko
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A Budget-Constrained Inverse Classification Framework for Smooth Classifiers [PDF]
2017 IEEE International Conference on Data Mining Workshops (ICDMW), 2016 Inverse classification is the process of manipulating an instance such that it is more likely to conform to a specific class. Past methods that address such a problem have shortcomings.
Michael T. Lash +3 more
semanticscholar +1 more source
Adversarial Clean Label Backdoor Attacks and Defenses on Text Classification Systems [PDF]
Workshop on Representation Learning for NLP, 2023 Clean-label (CL) attack is a form of data poisoning attack where an adversary modifies only the textual input of the training data, without requiring access to the labeling function.
Ashim Gupta, Amrith Krishna
semanticscholar +1 more source
Discrete Dynamics in Nature and Society, 2022 As finance is the foundation and important pillar of the national governance system, the participation of residents in the core budget process is vital.
Tianyu Han, Guoqin Zhao, Jun Wang
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