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: Describe the novelty, innovation potential and advance beyond the state of the art for 'Human-Centric Artificial Intelligence for Sustainable Future' (HAIF).

assistant: **Innovation**

For the EU to strengthen its role as the global leader in trustworthy AI, experts on ethical, human-centric and sustainable use of AI are urgently needed in public, private and third sector organisations across member states. This interdisciplinary expertise is not readily available through traditional doctoral training frameworks. The fast-evolving field will continue to create opportunities for individuals with resilience and future-proof skills. Human-Centric Artificial Intelligence for Sustainable Future (HAIF) is a doctoral programme for 25 doctoral candidates (DCs) hosted by the University of Turku (UTU), Finland, and supported by 17 associated partners. HAIF will establish a novel doctoral training scheme that connects UTU’s Faculties of Technology, Social Sciences, Law and Humanities. HAIF’s research themes are societally relevant, emphasizing humans as developers, users and decision-subjects affected by the technology. In addition to individual and societal perspectives, HAIF produces technological solutions for improved safety, security, interpretability and technical robustness of AI systems. Research on application areas such as health care, autonomous systems and cybersecurity will be transferable to different sectors. HAIF’s academic collaboration network covers 7 EU countries and the U.S. 6 non-academic partners bring in business relevance and views of the public administration. Besides enhancing DCs’ academic skills and producing new interdisciplinary knowledge, HAIF will train DCs on transferable skills such as communications and project management, which are essential for widening their career prospects. HAIF DCs will be selected through a transparent, merit-based process with equity and inclusivity as cross-cutting priorities. By training the future p
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 'European Technology for Digital Audiovisual Media Preservation' (PRESTO4U).

assistant: **Concept**

The long-term preservation of digital audiovisual media presents a range of complex technological, organisational, economic and rights-related issues, which have been the subject of intensive research over the past fifteen years at national, European and international levels. Although good solutions are emerging, and there is a large body of expertise at a few specialist centres, it is very difficult for the great majority of media owners to gain access to advanced audiovisual preservation technologies. Presto4U will focus research efforts onto useful technological solutions, raise awareness and improve the adoption of audiovisual preservation research results, both by service providers and media owners, and with a particular emphasis on meeting the needs of smaller collections, private sector media owners and new stakeholders.<br/>The project will:- Create a series of Communities of Practice in the principal sub-sectors of audiovisual media preservation, which will develop a body of knowledge on the status of digital preservation practice, outstanding problems and needs for access to research results;- Identify useful results of research into digital audiovisual preservation;- Promote the take-up of promising research results by users, technology vendors and service providers, based on results of hands-on technology assessment, promotion of standards, analysis of economic and licensing models, and provision of brokering services;- Raise awareness of the need for audiovisual media preservation and disseminate information about project results;- Evaluate the impact of the project and develop plans for long-term sustainability.<br/>The resulting knowledge, tools and services to support the uptake of research, will be maintained after completion by PrestoCentre, the 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: Describe the specific objectives and expected outcomes for 'Fighting cancer relapse with remote activation of smart and targeted nanoconstructs' in the context of a Horizon 2020 call.

assistant: **Objectives**

This project XtraUS focuses on the prevention of cancer relapse and on the achievement of an early cure of recurrence, thus having a heavy  impact on health and on its financial implications. Actually, many patients unfortunately get into a recurrence of their primary tumor disease, since their cancer is not fully remitted and they require further treatment to manage it. Minimal residual disease (MRD) after potentially curative treatment generally contributes to disease relapse and is the target of early adjuvant treatments. In particular, circulating tumor cells (CTCs) in the blood stream have a key role in cancer progression, recurrence and metastasis spreading. However, their such tiny amount is difficult to detect by conventional laboratory tests. From a social and financial perspective, fighting these cancer cells has a huge impact on cancer relapse prevention and thus on the health, quality of life and overall cancer treatment expenditure.XtraUS aims at validating a breakthrough technology to fight CTCs in the bloodstream and thus reduces the rise of MRD and further cancer relapse. It applies an extracorporeal blood circulation set-up exploiting a novel stimuli-responsive, targeted and non-immunogenic nanoconstruct, remotely activated against CTCs. XtraUS results in a personalized and translational approach, with high-target specificity and reduced collateral damage to both blood and adjacent healthy tissues. With this technology, we aim to advance the conventional treatments of CTCs in the blood stream, proposing a more effective and safer treatment to fight cancer relapse and metastasis spreading than the current ones. The driving idea is to render permanent and efficacious the first treatment offered to patients for their primary tumor disease, avoid cancer rel
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 the 'Expected Impact' section for the project 'Applied global simulation of renewable energies on internet: removing barriers to re by embedding powerful software into a social context' (1994-1998), addressing dissemination and exploitation.

assistant: **Impact**

AVALANCHE uses a completely new approach: a powerful information and educational tool embedded into regional society shall significantly help to enhance the integration of RE into society in a long term perspective. Research hints at A) the parallel development and implementation of (i) standards for individual RE-data presentation on Internet under participation of strategic data providers and (ii) a powerful searching tool i.e. an Internet Agent, forming a RE global distributed information system; B) the development and implementation of visualised online-simulation software providing always up-to-date energy output performance, economic efficiency calculations and environmental impacts for RE-technologies; C) a feasibility study for applying knowledge based systems to support the design and dimensioning of RE-systems for one strategic example of PV-Wind-Diesel Hybrid system to be used in rural areas; D) embedding the simulation programmeon RE into the regional society and ecosystem by analysing target groups, operators and multiplicators and then perform strategic project work and case studies in regional society. Target groups are RE data providers such as manufacturers of RE components (mainly SMEs) and international institutions with data pools on the supply side", and users such as engineers, architects, building companies, schools and universities on the "demand side". RE addressed in this project include PV, solar thermal energy, wind energy, hydro power and biomass. Research approach for the software development will be based on a thorough review of existing tools which then will be further developed to match the present and future requirements of the project s target groups. Social studies will be based on literature research and empirical work. Partners incl
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 'Designing Social Media Recommendation Algorithms for Societal Good' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

Social media platforms are central for civic discourse yet evidence is mounting that they play a causal role in deteriorating social cohesion. User behaviour on social media platforms is governed by content recommendation algorithms that maximise engagement, leading to unintended consequences such as the promotion of outrage.The EU's newly enacted Digital Services Act mandates social media platforms to assess their systemic risks for society. However, the current challenge lies in translating abstract risks to concrete platform design changes that reduce such risks.We will bridge this gap by combining approaches from social science and computer science to incorporate the reduction of risk to civic discourse into content recommendation algorithms of social media platforms.To this end, we will employ a participation-based approach to develop novel algorithms that consider various aspects of civic discourse, such as information quality and diversity, and the civility of language.We will develop Open Source digital twins of social media platforms to enable experimentation with new algorithms independent of platform companies.To balance the reduction of risk to civic discourse and freedom of expression, we will solicit people's preferences in different scenarios such as a public health crisis and elections, and develop balanced algorithms.Lastly, we will develop a scenario-based risk assessment framework to assess algorithms and provide policy recommendations for interventions in content recommendation algorithms.  The originality of DeSiRe stands out in that to date democratic values and fundamental rights played no role in the design of content recommendation algorithms.


**Keywords:** social media,  content recommendation algorithms,  civic discourse,  democratic values,
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 'MRI and Ultrasound Robotic Assisted Biopsy' (MURAB).

assistant: **Concept**

The MURAB project has the ambition to revolutionise the way cancer screening and muscle diseases are researched for patients and has the potential to save lives by early detection and treatment.The project intends to create a new paradigm in which, the precision of great medical imaging modalities like MRI and Ultrasound are combined with the precision of robotics in order to target the right place in the body. This will be achieved by identifying a target using Magnetic Resonance Imaging (MRI) and then use a robot with an ultrasound (US) probe to match the images and navigate to the right location.This will be done thanks to a new innovative technique, which will be developed in the project and called Tissue Active Slam (TAS) which will use different techniques and modalities, like elastography, in order to cope with the deformation of the tissues. Such a procedure has the potential to drastically improve the clinical workflow and save lives by ensuring an exact targeting of (small) lesions, which are visible under MRI and not under US. Technologies developed within MURAB also have the potential to improve other clinical procedures. Clinically, two applications will be targeted and validated in the project: breast cancer diagnostics (MUW and ZGT) and muscle disease diagnostics (UMCN). Considering the potential for the market, industrial partners are involved with expertise in the delivery of safe robotics components and applications (KUKA), as well as with great knowledge and ambition in pushing innovation to the medical market (SIEMENS).
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 'Saving the unsavable? Power asymmetries and the activist potential of self-translation for sustaining minorised languages and cultures' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

In the European context, about 43% of living languages are endangered. While the European Union has 24 official languages, all of which are recognised as national languages of its member states, there are over 60 regional and minority languages with no official status. Although self-translation has been discussed as a site of power struggle and an expression of multilingual identities, its relevance to language vitality and sustainability has not been explored. This project (ATLAS) aims to investigate the activist potential of self-translation in empowering minorised languages and contributing to their sustainable development in line with the Global Goals. It will be the first project to investigate self-translation and power in relation to activism and sustainability, relying on public engagement and integrating online contexts. The research objectives are: 1) to examine the language attitudes of self-translators and their reasons for self-translating, 2) to investigate publishing practices concerning publication layouts and paratext (online and in print) and publishers attitudes to self-translation and languages, 3) to determine language use and attitudes to self-translation among broader society. I will use Sicilian self-translation as a case study due to its minorised status and vulnerable position and will combine communitys participation with a mixed-methods approach (official statistics/policies, survey, interviews, school workshops, exhibition, questionnaires, paratextual analysis). I will be trained by the host and partner institution in problematising power asymmetries and applying sociolinguistic approaches. A secondment in Sicily will allow me to collect data and engage with the community. ATLAS will stress the European linguistic and cultural heritage, with
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 'Evolution Meets MAcroecology - integrating rapid adaptation into predictions of future plant species' ranges' will create measurable scientific, societal and economic impact aligned with Seventh Framework.

assistant: **Impact**

The current rate of anthropogenic climate change is predicted to be unmatched in earth's history. The associated potential loss of biodiversity and ecosystem function is one of the most critical issues our society is facing. Thus, a major aim of global change research is the development of reliable predictions on future geographic distributions of species, communities and functional diversity. These predictions allow to assess the impacts of climatic changes on ecosystem goods and services, to develop adaptive management and conservation strategies and to demonstrate the magnitude of the problem to decision makers. However, the reliability of recent model-based assessments for future species' range dynamics suffers from the fact that most macroecological modeling approaches lack in ecological mechanisms and evolutionary dynamics. The present project seeks to improve the quality and reliability of species distribution models by bridging the gap between macroecological approaches and the accumulating evidence of the importance of evolutionary dynamics for species' response to climate change. In particular, we will (i) evaluate the potential of rapid adaptive evolution for a set of 50 alpine plant species using a novel Bayesian approach to population-based phylogenetics (ii) develop a software module 'xEvol' that incorporates evolutionary dynamics into the existent species distribution model BIOMOVE, and (iii) simulate and evaluate the species' range dynamics for an ensemble of IPCC AR4 climate change scenarios. The scientific output the project will assist the EU in progressing towards meeting the targets set by the Convention on Biological Diversity and the UN Framework Convention on Climate Change. Finally, the expertise developed through the proposed research initiativ
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 the concept and methodology overview for 'Innovation support through specialized EEN services for Walloon innovative SMEs 2019' under Horizon 2020.

assistant: **Concept**

The Kamwal 2.3 project aims to propose specialized innovation support services to Walloon SMEs through the Enterprise Europe Network during the year 2019. The goal of these services is to help SMEs having already a clear growth and internationalization potential to grow more rapidly.The proposed innovation services are twofold.A service of dedicated coaching (KAM service) will be proposed to the beneficiaries of the SME Instrument, FTI or FTE-open programme. This service starts by an assessment of the SME lacks and coaching needs by specialized consultants . It continues by the identification of external coaches.  These coach will work with the company with the support of the EEN team and services. It is expected that the project will have the opportunity to serve 3 Walloon Ibeneficiaries.SMEs not involved at that time in the SME instrument but having also a clear potential could benefit from the EIMC service which aims to help them to improve the management of innovation processes.This will be achieved through specific tools, INNONET developed by Innovatech or IMPROVE both compliant with the CEN/TS 16555-1.It is expected that a set of 10 promising Walloon SMEs benefit from this specialized service.Both services will be operated by a team of experienced consultants coming from Innovatech, as partner of the Entreprise Europe Network Wallonia and as specialist of innovation support to SMEs.


**Keywords:** innovation management, Enterprise Europe Network, EEN, SME Instrument, coaching, FTI, FET-open
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 'The cubical route to understanding Artin groups' (CubeArt).

assistant: **Innovation**

Artin groups occupy an important place in modern mathematics, sitting at the intersection of algebra, geometry, and topology. They generalise free groups, free abelian groups, and braid groups - already central objects with deep connections to knot theory, low-dimensional topology, and mathematical physics - while extending this richness across a vast family of groups associated with Coxeter systems. Despite their introduction in the 1960s, and the extensive body of work that has arisen from their study, many of the most basic questions about Artin groups remain unresolved. The goal of this proposal is to study Artin groups as quotients of cubulated groups by developing and exploiting the tools of cubical small-cancellation theory, with the aim of tackling central open questions, such as the K(pi,1) conjecture and residual finiteness, and foundational algorithmic challenges, such as the word and conjugacy problems.


**Keywords:** group theory, classifying spaces, cohomology, cube complexes, non-positive curvature, Artin groups, cubulated groups, small-cancellation theory, mapping class groups, hierarchically hyperbolic groups