Model: faodl/setfit-paraphrase-mpnet-base-v2-13ClassesDesc
Author: faodl
Pipeline: text-classification
Library: setfit
Tags: setfit, safetensors, mpnet, sentence-transformers, text-classification, generated_from_setfit_trainer, arxiv:2209.11055, base_model:sentence-transformers/paraphrase-mpnet-base-v2, base_model:finetune:sentence-transformers/paraphrase-mpnet-base-v2, region:us
Base models (finetune): id: sentence-transformers/paraphrase-mpnet-base-v2
Card metadata: tags: setfit, sentence-transformers, text-classification, generated_from_setfit_trainer
widget: The NAP process was initiated under the United Nations Framework Convention on Climate Change (UNFCCC) to address medium- and long-term climate adaptation needs. The process was established in 2010 under the Cancun Adaptation Framework8 at the 16th Conference of Parties to the UNFCCC, and its targets were refined as part of the 2015 Paris Agreement. 13. The NAP process is intended as an iterative, country-owned planning process that allows each country to identify, address and review their evolving adaptation needs, issues, gaps, priorities, and related resource requirements within the context of national adaptation plans9. It is also envisioned as an 8 See: https://unfccc.int/process/conferences/pastconferences/cancun-climate-change-conference-november -2010/statements-and-resources/Agreements 9 See: https://unfccc.int/index.php/topics/adaptation-and-resilience/workstreams/national-adaptation-plans organic continuation of the formulation and implementation of countries’ Nationally Determined Contributions (NDC). 14. The objectives of the UNFCCC’s NAP process are to reduce vulnerability to the adverse impacts of CC by building adaptive capacity and resilience, and to facilitate the integration of climate change adaptation into fiscal, regulatory and development policies, programs and activities,10 as well as to accelerate strategic investments in CC resilient development. 15. Implementation of the NAP will help the country to achieve its Sustainable Development Goals (hereinafter - SDGs), and achieving the SDGs will facilitate country-based efforts to mitigate and adapt to CC, Agriculture in Armenia has always been remarkable with the high level of climate risks (hail damage, frost damage, drought, etc.). As it is already mentioned, agriculture has suffered losses from natural disasters worth of AMD 110 billion during the recent 6 years. Climate risks in Armenia are a serious problem since there are no clearly formed such state, political or institutional mechanisms, the application of which would make it possible to noticeably mitigate the existing risks. Due to the lack of such mechanisms, the mechanism of full assessment of the agricultural losses does not work too, as well as the risks are not assessed in advance. In this context, to reduce the agricultural risks, to introduce loss compensation mechanisms in a systemized way, and to provide sustainable income levels for economic entities, it is necessary to address the critical issue of agricultural risk insurance. , Strategy 6.3: Strengthen monitoring, evaluation and surveillance systems for routine information sharing and data utilization at all levels Activities Stakeholder Conduct bi-annual nutrition M&E coordination meetings. ND, M&ED, INS Collaborate with HIS Department (HISD) and M&E Department MOH to conduct routine nutrition data quality assessments and audits (RDQA). ND, HISD, M&ED, INS In collaboration with HISD MOH and M&E Department, train M&E officers, DPHO nutrition, nutrition focal points and Municipality Health Services on data management (collection analyses, interpreting and reporting) at all levels. ND, HISD, M&ED, INS Develop and disseminate the Nutrition M&E Plan. ND, M&ED Strengthen the nutrition information system within the HMIS by integrating key nutrition indicators and databases. ND, HISD, M&ED Establish and scale up a nutrition surveillance system for real time monitoring at all levels. ND, M&ED, INS Conduct mid-term and end-term evaluation of the nutrition strategic plan. ND, HISD, M&ED, INS Conduct a food and nutrition survey every 5 years. ND, HISD, M&ED, INS Conduct knowledge attitude and practices (KAP) survey on nutrition. ND, HISD, M&ED, HPD, INS Liaise with HMIS to introduce real-time data collection linked to DHIS2. ND, HISD, M&ED Periodic publishing of nutrition bulletin/report ND, HISD, M&ED Develop and regularly review nutrition indicators monitoring and evaluation guideline. ND, HMIS, M&ED, INS , Food security of the population is one of the key challenges of the twenty-first century. In the mid-term perspective, it is one of the main directions of ensuring the country’s national security, a factor in maintaining statehood and sovereignty, and the most important component of demographic policy implementation. Furthermore, food security is a sough- for precondition in terms of improving population’s quality of life by safeguarding appropriate livelihood standards. 8. The problem of providing the population with food has long been there, however since mid-20th century, in the context of streamlining the problems of scarce world food resources, this issue gained a special attention. The development of fundamental human rights documents, such as the Universal Declaration of Human Rights, 1948, the International Covenant on Economic, Social and Cultural Rights, 1966 and others, also played a crucial role. The term "food security" has been first coined by the WFS of 1974, which was defined as: “Maintaining stability and availability of food stuff in the markets for all countries of the world.” 9. At the current stage of development, the perception of food security has significantly expanded. Thus, in 1996, World Food Security Summit, “food security” has been defined , As of June 2022, the level of food insecurity in the country was 23.2% and in this regard, the northern regions of Armenia were more susceptible. In particular, 6 food insecurity in Tavush Marz was 25%, 31% in Lori Marz, and 35% in Shirak Marz of Armenia
metrics: accuracy
pipeline_tag: text-classification
library_name: setfit
inference: yes
base_model: sentence-transformers/paraphrase-mpnet-base-v2
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Created: 2025-03-12 01:14:55