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: Explain the overall concept, methodology and approach for the project 'Learning in european agricultural and rural networks : institutions, networks and governance' (LEARNING).

assistant: **Concept**

Given the changing relationship between industrialised country agricultures (ICA) and societies, our project aims to improve stakeholder's ability to learn/act collectively. It will explore a new paradigm to ground pragmatically the relationships among researchers and practitioners within situations of change in ICA and increase capacity building. A social scientists network will organise national workshops between scientists and practitioners, round tables and a EU conference. The output will be conceptual and projective, the objective being to define an area of innovative research that could ground new EU actions in the research programme definition. It aims to build a social science research agenda for R&D based on a participatory bottom up approach and comparative procedure and to involve social sciences in the 6th Framework. Outputs will be formalised briefing notes, a web site open to participants and EU officers and publications.
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: Explain the overall concept, methodology and approach for the project 'Innovative digital platform based on machine learning to analyze large databases, aggregate them and provide results to questions made in natural language.' (PerformB).

assistant: **Concept**

Inclusive and sustainable industrial development is the primary source of income generation, allows for rapid and sustained increases in living standards for all people, and provides the technological solutions to environmentally sound industrialization. Without technology and innovation, industrialisation will not happen, and without industrialisation, development will not happen. Artificial Intelligence can be considered as the driving force of today’s industrial process and of development in general. SMEs that engage in industrial processing and manufacturing are the most critical for the early stages of industrialisation and are typically the largest job creators. They make up over 90 per cent of business worldwide and account for between 50-60 per cent of employment. However, in EU, AI has not been widely adopted by SMEs for many reasons:INNAAS has identified an Enterprise Software market’s niche currently not covered by traditional Analytics and Business Intelligence Software Vendors: fast deployment of end-to-end Artificial Intelligence (AI) Services for small and medium enterprises. These solutions could be used for instantly deployment of data-driven services that improve process and people’s daily routine: from sales support to diseases monitoring leveraging insights prediction and insights generation across a wide range of business processes.INNAAS have developed an end-to-end technology platform (INNAAS Fast-AI Platform) that enables Enterprises to quickly deploy turn-key Artificial Intelligence-driven digital services. The potential use cases of the platform are multiple and range from the national spending review control to the smart mobility and Industry 4.0. Among the different applications targeted by our AI-driven services, the key solution is PerformB
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 the 'Objectives and Scope' section of a Fourth Framework proposal for the project 'Accurate determination of absolute and relative ages of galactic globular clusters'.

assistant: **Objectives**

Determination of galactic globular clusters ages, by employing new evolutionary models computed with updated input physics and recent ground based and HST observations. The goal of the research project is to accurately determine absolute and relative ages of clusters by adopting different techniques, in order to put a firm constraint on the value of the Hubble constant and to find a decisive answer to the question, whether the bulk of the galactic globular cluster population is coeval or not, an issue of fundamental importance for formation scenario of our galaxy. Together with the standard techniques for determining cluster ages (difference in luminosity between Turn Off and Horizontal Branch, difference in color between Turn Off and the base of the Red Giant Branch), the data by the OGLE group on the masses of detached eclipsing binary systems populating the Turn Off region of globular clusters will be used in order to independently derive the ages (through the direct comparison with the masses populating the Turn Off of the theoretical isochrones); in addition, the recent HST observations of the hotter part of the cooling sequences of white dwarfs in globulars will be used in order to determine the distance modulus (by comparison with the corresponding theoretical sequences) and then the clusters ages (through the absolute observational Turn Off luminosity) in another independent way. Training content (objective, benefit and expected impact) More expertise in this research field through the computation of new stellar models, the careful analisys of observational data, and the use of two new techniques in order to determine the clusters ages. Also the interaction with the very active stellar evolution and cosmology groups at the host institution is important for the d
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 'In-field wireless sensor network to predict rice blast' (RICE-GUARD) targeting Seventh Framework.

assistant: **Abstract**

The RICE-GUARD monitoring system is a tool designed to assist rice-growers in their rice blast management decisions. Rice blast is the most serious disease of cultivated rice. It is caused by the fungus Magnaporthe grisea (Pyricularia oryzae Cav.), which in favourable conditions can produce yield losses of up to 100 %. The fungus affects all the rice-growing regions of the world, including all rice-producing countries in the EU, and it is estimated to cause yearly losses of up to 30 % of the global rice harvest, which would be enough to feed 60 million people.The intensity of rice blast (incidence and severity of disease) is highly variable and depends on cropping system and climate. All the phases of the disease cycle are driven by the site-specific weather and environmental conditions. Currently, when rice growers see menacing environmental conditions, they spray their fields with fungicide. However, there are not many fungicides that are effective in combating rice blast. As a result, rice is the second largest crop consumer of fungicides in the world, some of them being highly noxious.This project will develop a wireless sensor network comprised of low-cost measurement nodes that will be capable of transmitting readings of the relevant in-field site-specific environmental variables in real-time to a central server.  The systems’ software will combine these data with other relevant cultivation parameters in order to supply up-to-date information to rice growers. The RICE-GUARD monitoring system will enable cultivators to effectively protect their paddy fields and greatly reduce fungicide consumption, reducing environmental impact, increasing food security and crop yields.
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 'Laser imaging of combustion instabilities' (2002-2006) under Sixth Framework.

assistant: **Objectives**

Laser based imaging in next generation low emission gas turbine combustors will be performed to elucidate the role of acoustically excited instabilities and to develop means for their active control and prevention. Lean premixed (IP) combustion offers very low emissions of pollutants such as NOx but is particularly prone to such instabilities. Instabilities result from a coupling of the flame's heat release to an acoustic resonance in the combustor, which, at worst, can lead to catastrophic engine failure. So far these problems severely limit the use of LP combustion concepts in aero-engine design despite their potential for low emissions.   The purpose of the present project is to measure important flame species, name temperature, and local fuel concentration using advanced laser diagnostics and to correlate this data with pollutant emissions and overall engine performance. The data will be compared to CFD calculations of the systems investigated and advanced active combustion control concepts will be tested. Measurements will be performed at the Cambridge UGTP (University Gas Turbine Partnership) on both model and industrial scale combustors and there will be access to some of the most advanced actively controlled combustion facilities available in Europe.
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 'Communication of medical research through film production and wide distribution' demonstrating excellence, impact and implementation quality for a Seventh Framework call.

assistant: **Abstract**

COMED is a Support Action to communicate the results and activities of contemporary health sciences to the general public by using information from EU-funded projects. The overall aim of COMED’s innovative communication strategy is to reach the maximum number of European citizens. Ten image films dealing with the subject of ten representative EU-funded HEALTH projects will be produced and widely distributed via TV and Internet/Mobile TV. COMED’s image films will be filmed in HDTV and distributed across Europe to TV broadcasting stations for the integration into science magazines. In order to extend the target group and to maximise the number of viewers, COMED will expand the traditional distribution channel TV by distributing and presenting the films via the internet as well. The objective of this ubiquitous multimedia distribution approach is to reach young recipients and target groups of high-school students and adolescents, who frequently use these channels. The content and style of the films will also have a positive impact on the young target group’s perception of natural sciences and focus on the daily life of young researchers working in EU-funded projects. COMED will also create a Multimedia Kit for each of the ten projects. The Kit will contain the films in various formats, 3D bio-animations, the film scripts, interviews, pictures, etc. It will provide them or other media with multimedia material for the generation of news, dissemination, presentations or press articles to communicate and therewith raise public perception of EU-funded health sciences. The COMED consortium consists of two complementary partners with long-term professional experience in film production and distribution and who have successfully collaborated in the FP6 SSA APPEAR: BROADVIEW TV, an
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: Explain the overall concept, methodology and approach for the project 'Researchers for Humanity 2018-2019' (R4H1819).

assistant: **Concept**

“Researchers for Humanity 2018-2019” will continue the series of events already organized in Romania from 2007, building a strong link between public and research through this important message of relevance: what science and researchers do are useful for daily life, and their life is as everyone’s elses.   For one day (or 2 days in some places), the public will have the chance to meet important players from science and education through play, interesting talks and interactive hands-on learning. Overall, the message conveyed will be how science can be used in the benefit of humanity.   Based on the outstanding awareness of the European dimension of the event that we created throughout the years, Researchers Night 2018-2019 will confirm as being one of the most important communication event for research and education institutions.   The network increased year after year, so that, now, the event itself will be organized in 21 big, medium and small cities from all over Romania.  Also, through the platform, we will invite associated events to get enrolled and be supported by us through promotion at the national level.    We aim to reach 52000 visitors, over 350 researchers, students and teachers and over 600000 prs to be exposed to the awareness campaign.   The logo will assemble with the old one in order to create a link with previous years and awareness of the European and national dimension of the event.  Partnerships will be continued at national and local level (also with one of the most important TV stations in Romania). The main novelty of the project will be the component of private research through private companies and NGOs that are implementing various research projects.


**Keywords:** science, edufun, R4H, hands-on, scifun
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 specific objectives and expected outcomes for 'OPENing the electricity ecosystem to multiple actors in order to have a real decarbonization opporTUNITY' in the context of a Horizon Europe call.

assistant: **Objectives**

OPENTUNITY’s mission is to create a flexibility ecosystem reducing interoperability barriers and favouring the use of standards in order to decarbonize EU grids and put the end-user in the spotlight. Grid operators, prosumers, market actors etc. will be supported by OPENTUNITY via innovative methodologies backed by advanced, interoperable software modules, in order to provide them with new features and services related to: 1) Technologies to boost flexibility in prosumer’s environment; 2) Technologies for grid operators to better manage grid operations). OPENTUNITY will also evolve, adapt and integrate a Federated Data Space infrastructure in which actors from different fields will share services and find synergies among them in order to create a reliable energy system in which different verticals (electromobility, gas, OEM etc.) will be able to seamlessly collaborate with each other. OPENTUNITY will be demonstrated in 4 different countries (Greece, Slovenia, Spain and Switzerland), benefitting 26.852 citizens and reducing 91,22 MtCO2eq GHG emissions  and energy poverty by 30% by 2032.


**Keywords:** Decarbonization, blockchain, dataspace, synergies, interoperability, flexibility, ecosystem, standards.
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: Explain the overall concept, methodology and approach for the project 'Robust End-To-End SPEAKER recognition based on deep learning and attention models' (2014-2020).

assistant: **Concept**

This project focuses on automatic speaker recognition (SID), the task of determining the identity of the speaker in a speech recording. Disentangling the speaker specific information from the rest of nuisance variability requires complex models. Deep neural networks (DNNs) have recently showed their potential for this, as the popular x-vector learnt by a DNN.Here, we aim for end-to-end SID where the system is optimized as a whole for the target task. Despite several attempts in this line of research, many aspects still remain unexplored or not explored thoroughly.We also propose to explore recurrent approaches, suitable for dealing with temporal signals, as well as different pooling methods to obtain a fixed-length representation from a variable length input sequence of speech features.Next, we want to explore different flavors of attention mechanisms, which make the DNN to focus on relevant parts of the input, providing a way to quantify how much evidence has been collected about the speaker identity and the uncertainty of the obtained representation, which is a critical issue when making (Bayesian) decisions in SID.Finally, some other approaches such as using the raw signal (instead of features) or other advances that might arise will be also explored for SID and related tasks.To achieve our goals, we will start from theory, implement the proposed approaches and test on public SID benchmarks such as NIST SREs. The outcomes are intended to benefit both scientific community and speech processing industry.The applicant Dr. Alicia Lozano-Diez is an excellent female researcher, who has done her Ph.D. at Audias (Universidad Autonoma de Madrid, Spain), a respected research lab. The host group Speech@FIT from Brno University of Technology (Czechia) has a top-class track on sp
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 'Wireless ad-hoc broadband monitoring system' demonstrating excellence, impact and implementation quality for a Sixth Framework call.

assistant: **Abstract**

The project's goal is the provision of broadband fixed wireless access, based on the Ad-Hoc model, i.e. with peer devices co-operating for building and maintaining a reliable and flexible network. This network allows for providing broadband services to rural and mountain regions, and could also be used as a complete monitoring system, i.e. a network of devices which obtain in real time physical and multimedia information about a geographic area.This network allows one to obtain information such as sound, pictures, video, temperature, humidity, snow and wind. The software to manage the network and the whole system will be delivered with an Open Source license, in order to build a system with no license costs, and to keep low its price and cost of ownership. This network could also allow for managing territorial marketing, and for public safety, including emergency calls.
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: Explain the overall concept, methodology and approach for the project 'EPICUR Research Agenda - Shaping European Society in Transition' (EPICUR-Research).

assistant: **Concept**

EPICUR, the European Partnership for an Innovative Campus Unifying Regions, is a first-generation European University Alliance, dedicated to shaping European Society in Transition through the development of collaborative inter- and transdisciplinary teaching and learning. Now that the alliance seeks funding to establish its complementary research agenda, EPICUR expands its breadth to include research, innovation and interaction with society, and will be addressing all four corners of the European knowledge square. EPICUR is convinced that future EPICUR research can make a difference in the following ways:As our alliance believes that international collaboration fosters scientific and societal progress, EPICUR will develop a joint research agenda and deploy an inter- and transdisciplinary approach to tackle pressing research questions, which we call EPIChallenges (WP1).EPICUR identified early career researchers as the primary target group to experiment with new formats for virtual networking and shaping their academic careers. They will be invited to co-create the EPICommunity, a new social media network based on an attractive gamification design. This network offers new tools that will help raise the visibility of scientific achievements and skill sets, as well as facilitating blended mobility (WP2).EPICUR researchers will be encouraged to team-up in EPIClusters, experimental open research formats to tackle EPIChallenges together with partners from sectors outside academia and to pilot the sharing of the consortium's cutting-edge research infrastructures (WP3).As proud member of the first cohort of European Universities alliances, EPICUR will build intelligent connections to our peer alliances in EPIConnect, to facilitate the preparation of joint policy recommendations