RCaz/eu-funding-proposals-sft huggingface dataset:
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write clear, measurable objectives and define the scope for the project 'COALA -  Cloud-based AI-driven and Language-agnostic Customer Support Assistant' (COALA) under Horizon 2020.

assistant: **Objectives**

Customer support industry is suffering from huge inefficiencies, as agents spend 20% of their time looking for information manually, in order to answer to customers. That translates into a cost of €10,400 per support agent annually. For a small company with a support team of 5 people, this adds up to €52,000 annually. In addition to manual search, there are some AI-powered technologies available, but they have several disadvantages. E.g. ticket deflection-based solutions redirect consumers to “help articles” where they can read about possible solution. The drawback of this technology is that it can handle only very simple questions and is not suitable for complex inquiries, therefore often resulting in decreasing customer satisfaction. Template-based solutions require manual creation and regular update of the templates which makes this technology less effective and time-consuming, taking at least 10% of the agents’ time. To solve these problems, Cleverly is developing a language-agnostic AI-based customer support assistant – Coala. This software is based on proprietary Knowledge Powered and General Understanding Technology that can understand conversations, automating repetitive tasks and personalizing user interactions. The main differentiator between us and the competitors is that we are building a generic recommendation model that is scalable across wide range of industries, small and big customer support teams. This has never been done by any other company. Coala provides 20-30% of cost savings annually, at the same time lowering agent turnover by 22%. The global customer experience management market size is expected to reach €29B by 2025 progressing at a CAGR of 22.9%, providing lucrative growth opportunities for Cleverly. Cleverly team is run by a team of serial e
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Describe how 'Skills2Capabilities' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

The Skills2Capability project is about understanding how skill systems across Europe can reduce the level of skills mismatch in their labour markets. It is recognised that future labour markets will be more mobile with more people moving between jobs, employers, and sectors more often. This poses a problem for training systems insofar as employers may be much less willing than in the past to fund and provide training because their chances of appropriating the return will have been reduced. The study is concerned with understanding how skill systems can better respond to meeting skill demands in a more fluid labour market environment. The starting point is that of considering whether there is a need to provide individuals with a wider range of capabilities to weather a greater range of labour market challenges than those faced by their counterparts from previous generations. Some countries have been able to use their skills systems to deliver more of these capabilities than others, though the impact of this on labour market transitions is uncertain (something the current study addresses). If skills systems are to confer skills on individuals which provide them with increased resilience and capability, then there is a need to know what those capabilities or skills are in practice. The research addresses this from both a demand side (what are the skills which are currently in demand and are likely to be so in the future?) and a supply side (to what extent are these capabilities reflected in VET programmes) perspective. The research will provide decision makers in government and education authorities with information which allows them to obtain a better understanding of how emerging skill needs - which meet the needs of both economy and society - can be met (essentially pro
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose a compelling abstract for 'Support of the participation of ukrainian scientists and scientific institutions in the realisation of the fifth framework programme rtd' demonstrating excellence, impact and implementation quality for a Fifth Framework call.

assistant: **Abstract**

The project envisages creation of a special office on support of the Ukrainian-EU joint research projects under the Presidium of the National Academy of Sciences of Ukraine based in the Centre of Intellectual Property and Technology Transfer of the Academy. The services will include information dissemination on FP5 RTD, consultations on preparation of proposals, search for partners, legal, patent, management advice on involving in FP5 RTD and realisation of joint researches. Establishment of such office in the Academy is of importance due to it's experience in organising international joint researches, including those with EU countries, regular information links of the Academy with ministries, public and private institutions representing scientists in Ukraine; possibilities of using the regional departments of the Academy in information dissemination.
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose a compelling abstract for 'INspiring and ANchoring TrUst in Science' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

The IANUS project strengthens warranted trust in science by fostering participation in research as a co-creative and inclusive process, sensitive to societal values, concerns and needs. Trust must be inspired by transparency and trustworthiness of knowledge production, and anchored by actively involving and serving society, as part of the modus operandi of science. Our core objectives: (a) Enable citizens and stakeholders to distinguish valid from unfounded trust; (b) Enable them to deal with the uncertainties and epistemic pluralism inherent in scientific knowledge; (c) Enable researchers to foster trust through radical methodological change, making research inclusive, transparent and responsive to societal needs and concerns, lowering barriers between research and society; (d) Enable researchers to conduct relevant, engaged and value-driven research while foregoing partiality, ideological biases and conflicts of interests. The acronym IANUS refers to the deity Janus of gateways (ianus in Latin), looking both at the inside and at the outside of the knowledge production process. Trust in science is never a given. Robust trust is well-placed, reciprocal and informed. Building on insights and results from other projects funded under Framework Programmes, IANUS will (a) map the landscape of projects and discourses relevant for trust in science; (b) develop its conceptual framework; (c) conduct participatory research into conditions of trust in science; (d) initiate concrete actions for strengthening trust through co-creation and engagement; (e) provide policy recommendation to key stakeholders in science and society (e.g. funding bodies, universities, research teams, educators, media); (f) create platforms for interaction and engagement between scientists and societal stak
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Draft an impact statement for 'Smart Food and Agribusiness: Future Internet for Safe and Healthy Food from Farm to Fork', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

The SmartAgriFood project addresses the food and agribusiness as a use case for the Future Internet. The intelligence, efficiency, sustainability and performance of the agri-food sector can be radically enhanced by using information & decision support systems that are tightly integrated with advanced internet-based networks & services. Concurrently, the sector provides extremely demanding use cases for Future Internet design from physical layer all the way up to the service layer. This project will focus on three sub systems of the sector - smart farming, focussing on sensors and traceability; smart agri-logistics, focusing on real-time virtualisation, connectivity and logistics intelligence; and smart food awareness,  focussing on transparency of data and knowledge representation. Using a user-centred methodology, the use case specification will be developed with a particular focus on transparency and interoperability of data and knowledge across the food supply chain. Project results will include:-Use Case descriptions for smart farming, including sophisticated and robust broadband sensing and monitoring of animals and plants-Use Case descriptions for smart agri-logistics, including intelligent transport and real-time logistics of agri-food products-Use Case descriptions of smart food awareness, focussing enabling the consumer with information concerning safety, health, environmental impact and animal welfare-Identification of generic requirements for the generic enablers-Extensive community and user organisation involvement both in requirements gathering, pilot demonstration, and evaluation-Specification of interfaces and functionalities for integration to Core Platform,-Significant contributions to standardisation and regulatory bodies in Europe.Key features of Smar
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Describe the novelty, innovation potential and advance beyond the state of the art for 'Gaining efficiency and quality in real-time control software' (GEARS).

assistant: **Innovation**

MASMEC's software is an integral part of the machinery produced by the company; it is the discriminating element which determines the user's satisfaction as regards operating flexibility and reliability under heavy operating conditions.The target objectives of this project will support the company's policy in trying to enter new market segments and reinforce its presence through its customers, and specifically:To increase of the company turnover, within 6 months after the fulfilment of the PIE it is expected a growth by 15% of company turnover.To increase the production efficiency and profitability of each new supplied product.Reduction of the cost for producing embedded software based on the company's standard components and templates.Reduction of the time to market of the overall machine, by diminishing the effort for software standardisation and customisation for new machines;Reduction of the unitary costs of production for a machine;THE EXPERIMENTThe PIE will be conducted on an already planned baseline project of strategic relevance for the company: the design and software implementation for stands performing test on assembled parts.The goals of the experiment are:1. To better and formally structure the software system specification process, by easing the modelling of the real-time behaviour of the testing machines and its translation into software systems specifications.2. To improve the degree of reusability of the company's standard software components, by revising and re-engineering them in terms of granularity, flexibility of use and access methods.3. To improve user's interaction modalities through the introduction and formalization of graphical layout standards4. To improve the management of quality throughout the overall software process, by introducing, als
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Draft an executive summary for the EU project 'Characterizing information integration in reinforcement learning:  a neuro-computational investigation' (INFORL) targeting Horizon 2020.

assistant: **Abstract**

Reinforcement learning (RL) characterizes how we adaptively learn, by trial and errors, to select actions that maximize the occurrence of rewards, and minimize the occurrence of punishments. While the behavioural, computational and neurobiological features of learning from singular experienced outcomes have been extensively studied, the mechanisms by which RL could leverage multiple, concurrent information samples – including abstract information about prospective outcomes – have been largely overlooked. As a consequence, little is known about how we prioritize, filter or value outcome information in RL, while these processes likely critically contribute to shaping learning behaviour. This project proposes to address this gap, and hypothesizes that humans can learn from multiple concurrent information samples, but that computational limitations and affective biases curb information integration.First, using a new experimental and computational framework, I will evidence and quantify these cognitive features. Using eye-tracking and complementary functional neuroimaging modalities (EEG, fMRI), I will build a neuro-computational model of information integration, by deciphering the interactions between attentional parieto-frontal network and the affective ventro-limbic networks during reinforcement learning.Then, I propose to investigate the strategic modulation of information integration, by investigating the effects of information quantity and quality on learning strategies and on the neural correlates of learning variables.Finally, I will assess several behavioural interventions to ameliorate information integration and improve learning performance.By investigating an overlooked aspect of reinforcement learning –the integration of available information–, this project coul
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Describe the novelty, innovation potential and advance beyond the state of the art for 'CiRCLETECH – Twinning partnership to deliver enhanced networking for circular technological and socio-economic impact, raising research excellence and strengthening management capacity' (CiRCLETECH).

assistant: **Innovation**

The present proposal is to respond to multiple programme priorities: firstly to enhance the participation of underperforming member states in the framework programme, together with contributing to solutions for the major challenges of the European Union in research fields, as defined in the Horizon Europe programme, with a focus on challenges connected to the transition towards a Sustainable Circular Economy, and specifically technological and socio-economic aspects of the transition. Of relevance are challenges under Cluster 4 Digital, Industry and Space – Destination: Climate neutral, circular and digitized; Cluster 5 Destination: Cross-sectoral solutions for the climate transition, Destination: Efficient, sustainable and inclusive energy use. The project proposes measures to offer practical responses to barriers for participation in Horizon Europe and achievement of excellent research results, increasing scientific visibility of the University of Miskolc (UM) with the networked support of Technische Universiteit Delft (TUD)(NL) and Lappeenranta–Lahti University of Technology (LUT)(FI).  Increasing scientific excellence in the traditional sense will be the aim of this joint exercise, where UM, with its excellent partners, will develop new promising research actions and test novel approaches in this research domain, opening future perspectives in the field of research for Sustainable Circular Economy.  The University of Miskolc has a special interest in Materials’ Sciences and is focusing on excellence in research for a more sustainable, circular economy. Our primary objective will be raising scientific excellence of the University of Miskolc in the field of sustainable circular economy research, forming a long lasting Research Hub (CiRCLETECH Hub, across Northern Hung
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Describe how 'The role of sexually antagonistic effects in maintaining genetic variation in natural populations' will create measurable scientific, societal and economic impact aligned with Sixth Framework.

assistant: **Impact**

In this project I will investigate the contribution of sexually antagonistic effects to the maintenance of heritable genetic variation in natural populations. Evolutionary theory predicts the depletion of genetic variation by selection, because both natura l and sexual selection should continually favour certain genotypes at the expense of others. Nevertheless, genetic variation is abundant across numerous fitness related traits, suggesting that favourable alleles are not quickly fixed. This leaves us with o ne of the most puzzling, yet largely unresolved paradoxes in evolutionary theory, namely how heritable genetic variance is maintained in natural populations. Theory and recent data from the model system Drosophila suggest that gender specific selection on loci expressed in both sexes (sexual antagonism) may be one of the most important factors maintaining genetic variance for fitness. I will be trained in quantitative genetic methods to investigate the contribution of sexually antagonistic effects to the av erage selection response of various traits in wild populations of Soay sheep (Ovis aries) and red deer (Cervus elaphus). The data sets provided by my collaborators at ICAPB, Univ. Edinburgh, are unparalleled among mammal study populations in the level of d etailed life history, morphometric, and pedigree information. They offer the unique possibility to extrapolate theoretical expectations of how sexually antagonistic effects can counteract the erosion of genetic polymorphism, to the understanding of evoluti onary processes in natural populations. I will apply powerful maximum likelihood analytical techniques (the `animal model¿) to quantify the genetic correlation of fitness between males and females, to test for sexually antagonistic selection and negative g en
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose a compelling abstract for 'European project for ice coring in Antarctica' demonstrating excellence, impact and implementation quality for a Fourth Framework call.

assistant: **Abstract**

EPICA is a long-term ( 7 years) European deep ice-core 'drilling project in Antarctica to derive high resolution recordls of climate and atmospheric composition through several glacial-interglacial cycles. The project is designed to complement the highly successful central Greenland projects and it will allow extension and full documentation of the East Antarctic record so far essentially limited to the analysis of the Vostok core. To achieve EPICA's goals, it will be necessary to drill at two sites, both to achieve the required resolution on different timescales and an adequate continent-wide perspective. In order to ensure that logistics and ice-core laboratory capacities across Europe are not overloaded, and to match the shorter-term cycle of funding, the project will be split into two phases. The first phase (1996-2000)) focuses on the major climate shifts that have characterized the past several glacial interglacial cycbs. This will be done by analyzing a 3500 m long ice core drilled at Dome Concordia, south of the Indian Ocean in East Antartica. A core from this location, which is ideally placed to secure an undisturbed long record, will allow examinalion of the relative phasing of clhnate and climate-forcing parameters associated with these major climate-change events. The core locadon is also optimal to put the Antarctic record into a global context, and in particular, to produce a record for comparison with the ocean, continental and Greenland ice records. The new core will be adequate for a detailed examination of the existence and global character of rapid events during the Eemian and previous interglacials as well as during ice ages. During the second phase of the project, a core will be obtained from Dronning Maud Land, an area of Antartica most strongly in