Find EU-funding for your projects now!Search for FundingSearch for programsReset all filters

  1. Select the type of organisation that you are interested in to implement projects.

    The role of an organisation involved could by lead partner, regular project partner, associate partner, and observers.

    Type of organisation

  2. Select countries that you are interested in to implement projects.

    The funding regions are defined by countries only. In case only part of a country (certain NUTS regions) is eligible for funding relevant information is provided in the description of the programme.

    Funding region

  3. Select themes that you are interested in to implement projects.

    16 different thematic keywords were predefined when the database was set up. Each call is classified according to this system either with one, two or more themes to facilitate the search for suitable calls.

    Topics

  4. You can use free text when searching for interesting calls. All you need to do is to enter a phrase in the text bar that EuroAccess is to look for in its database.

    When looking for a phrase in the free text bar, the system will perform an exact-match search. This means that it will search the database for the exact words, in their exact order. However, you can opt for two different approaches:

    1. You can use “AND”, in this way: One AND Two. EuroAccess will look in the database for the fields which records contain both One and Two, regardless of their order and their position in any sentence.

    2. You can use the “OR”, in this way: One OR Two. In this case, EuroAccess will search the database for fields that contain either the word One or the word Two. It will retrieve all the fields with one of these words or with both.

    However, you should prefer phrases or complex words over simple words in you text searches.

    Keyword
    Selection of eligible entitiesReset all
    Selection of eligible countriesReset all
    Selection of topicsReset all

  1. Governance, partnership: Projects aimed at increasing the application of multilevel and transnational or cross-border governance, designing and testing appropriate governance structures and mechanisms. Also cooperation between public institutions on any theme.

    Innovation capacity and awareness-raising: Actions that increase a person’s or organisation’s capacity for innovation (not innovation as such), and that establish the capacity to diffuse and apply innovation; projects that stimulate innovation in different areas and innovation capacities; strengthening and empowering of innovation networks.

    Institutional cooperation and cooperation networks: Projects working on the improvement of institutional cross-border co-operation and capacities, on renewing and simplifying administrative management through long term cooperation between institutions (e.g. Euregion), on establishing and sharing regional knowledge and intercultural understanding and cohesion. It also deals with cooperations between universities, health care facilities, schools and sports organisations, as well as with management and capacity building.

    Activities focussing on agricultural products, organic farming, horticulture, as well as forest management and wood products; furthermore the development of the food sector, food chains, organic food production, and seafood products and any topics related to animals and fishing.

    Agriculture and fisheries and forestry: Projects focussing on agricultural products (i.e. fruits, meat, olives, etc.), organic farming, horticulture, as well as forest management and wood products. Also the development of the agro-food sector, food chains, organic food production, and seafood products. Any topics related to animals (i.e. health, management) and fishing (i.e. sustainable fishery, aquaculture).

    Soil and air quality: Projects that deal with any topic against soil and air pollution, except water pollution, for example, reduction of soil and air contamination, pollution-management systems, but also prevention and eradication of soil erosion, new ways of improving air quality (also indoors) and soil/air knowledge in general.

    Climate change and biodiversity: Projects assisting mitigation and adaption to climate change and environmental impacts of climate change. Development of low carbon technologies and strategies, reduction of CO2 emissions from all sectors. Promotion of biodiversity, new instruments to enhance biodiversity and natural protection.

    Soil and air quality: Projects that deal with any topic against soil and air pollution, except water pollution, for example, reduction of soil and air contamination, pollution-management systems, but also prevention and eradication of soil erosion, new ways of improving air quality (also indoors) and soil/air knowledge in general.

    Water management: Projects about management and distribution of drinking water, integrated sustainable water management, monitoring systems for water supply and improving drinking water quality; also water treatment (wastewater), in particular, innovative technologies to improve wastewater, treatments in the purification of industrial and domestic wastewater and water reuse policies. Waterways, lakes and rivers: This deals with any topics on waterways, lakes and rivers, from improving water quality, protecting and developing of ecosystems or sustainable wetland management.

    Activities that protect, promote and enhance cultural and natural heritage, increase the attractiveness through preservation and valorisation of common cultural and natural heritage in a sustainable manner, and improve and develop cultural and natural heritage objects, services and products. Cultural heritage management, art and culture, (maritime) heritage routes, access to cultural and natural heritage. Also all topics on cultural services such as festivals, concerts, art workshops.

    Cultural heritage and arts: Projects that protect, promote and enhance cultural and natural heritage, increase the attractiveness through preservation and valorisation of common cultural and natural heritage in a sustainable manner, and improve and develop cultural and natural heritage objects, services and products. Cultural heritage management, art and culture, (maritime) heritage routes, access to cultural and natural heritage. Also all topics on cultural services such as festivals, concerts, art workshops.

    Tourism: Projects dealing with the promotion of natural assets, and the protection and development of natural heritage, as well as increasing the touristic attractiveness through the better use of natural, cultural and historical heritage. Also projects about improved tourist services/products, development of ecotourism models, tourism development strategies.

    Sustainable management of natural resources: Projects focussing on the protection, promotion and valorization, and sustainable management and conservation of natural areas (habitats, geo parks, protected areas, etc.). Also projects focussing on preserving and enhancing cultural and natural heritage and landscape, as well as protecting the marine environment.

    Waste and pollution: Projects on waste management (innovative services and strategies), ecological waste treatment, treatment techniques/systems; waste disposal and recycling (improvement of recycling, innovative recycling technologies, recovery of organic waste, repair & re-use centres and networks); also prevention of pollution and pollution control (ecological and circular economy, marine littering, etc.).

    Labour market and employment: creating employment opportunities and/or optimising jobs, academic (un)employment and job mobility, workforce attraction and improvement of employment conditions for different groups.

    SME and entrepreneurship: strengthening SME capacities, boosting entrepreneurial activities in different sectors and for different groups, supporting social entrepreneurship, creating business support/advisory systems for start-ups/spin-offs/incubators, improving the competitiveness of SMEs, and promoting new business processes.

    Community integration and common identity: Projects that build identity, create a more cohesive society, promote positive relations through an increased provision of shared spaces and services.

    Demographic change and immigration: This is about projects tackling major societal challenges like demographic change in different areas and migration, in particular, aging society (active aging, best agers, silver economy strategies) and related new public services (adaptation of key services and infrastructure), social and spatial segregation, and brain drain. Also all topics on migration (policy tools, strategic planning, integration).

    ICT and digital society: All projects where ICT has a significant role, including tailor-made ICT solutions in different fields, as well as digital innovation hubs, open data, Internet of Things; ICT access and connecting (remote) areas with digital infrastructure and services; services and applications for citizens (e-health, e-government, e-learning, e-inclusion, etc.); services and applications for companies (e-commerce, networking, digital transformation, etc.).

    Managing natural and man-made threats, risk management: This is about the mitigation and management of risks and disasters, and the anticipation and response capacity towards the actors regarding specific risks and management of natural disasters, for example, prevention of flood and drought hazards, forest fire, strong weather conditions, etc.. It is also about risk assessment and safety.

    Education and training: Projects on expanding educational opportunities, reducing barriers in the field of education, improving higher education and lifelong learning, training and labour mobility, educational networks, higher vocational education, common learning programmes.

    Energy efficiency: Topics on energy management, energy-saving methods, evaluating energy efficiency measurements, energy rehabilitation/efficiency in buildings / public infrastructure, promotion of energy efficiency, cooperation among experienced energy efficiency firms, institutions and local administrations, co-generation.

    Renewable energy: Projects focussing on wind, solar, biomass, hydroelectric, geothermal and other renewable energy, increasing the production of sustainable renewable energy and improving research capacities in biomass. Also projects focussing on storage and management of renewable energy, new technologies, sustainable regional bioenergy policies and financial Instruments for investments on renewable energy.

    Social inclusion and equal opportunities: Social projects concerning people with disabilities and excluded groups; enhancement of the capacity of children, young people, women and elderly; creation of infrastructure to improve access for disabled people, integration of socially vulnerable people; innovate in the care of victims of gender violence, social inclusion of women, etc.

     

    Health and social services: This deals with the development of health and social services and improved accessibility and efficiency for different groups (elderly, children, etc.). It is also about new healthcare models and medical diagnosis and treatments (dementia, cancer, diabetes, etc.), hospitals, care management, and rare diseases, as well as improving wellbeing and promoting sports.

    Safety: Projects about (organised) crime, efficient and secure borders, such as enhancing the effectiveness of the police in the prevention of drug crimes, the development of safety services, or tackling security and organised crime issues.

    Activities related to:

    • Transport and mobility covering all sorts of transport (incl. urban transport) and mobility.
    • Improving transport connections dealing with traffic and/or transport connections, rehabiliation/modernisation, better connectivity, improving accessibility/connections, but also public transport.
    • Multimodal transport and logistics and freight transport focusing on using different means of transport, developing multimodal connections, optimising intermodal transport chains; offering multimodal logistics solutions and providing access to clean, efficient and multimodal transport corridors and hubs; establishing cooperation among logistic centres and developing multimodal mobility strategies.

    Activities related to:

    • urban development, such as planning and design of cities and urban areas, urban renewal, urban-rural links (climate, sustainable mobility, water efficiency, participation, sustainable land use, smart cities, public urban areas, regeneration)
    • regional planning and development, such as the implementation of regional development policies/instruments and programmes, sustainable land use management plans, integrated regional action plans, spatial planning, and marine protected area management.
    • rural and peripheral development, referring to remote, sparsely populated areas, rural community development, and rural economics, in particular access to remote areas and policies for rural areas.
    Keyword search
Apply selection

Filter Search for grants

back to the overview

Call key data

Natural Language Understanding and Interaction in Advanced Language Technologies (AI Data and Robotics Partnership)

Funding ProgramHorizon Europe - Cluster 4 - Destination 6: A Human-centred and Ethical Development of Digital and Industrial Technologies
Call numberHORIZON-CL4-2023-HUMAN-01-03
deadlinesOpening
08.12.2022		Deadline
29.03.2023 17:00
Funding rate100%
Call budget € 20,000,000.00
Estimated EU contribution per projectbetween € 6,000,000.00 and € 8,000,000.00
Link to the callec.europa.eu
Link to the submissionec.europa.eu

Call content

short description

Effective AI-based human-machine interaction and collaboration relies on grasping real meaning from natural languages, recognising gestures and activities, understanding intention, creating and maintaining shared mental models and designing multi-step interactions.

Call objectives

As AI becomes increasingly more performant, there is growing potential for humans to directly use and benefit from smarter systems. Effective AI-based human-machine interaction and collaboration relies on grasping real meaning from natural languages, recognising gestures and activities, understanding intention, creating and maintaining shared mental models and designing multi-step interactions. Reciprocally, truly natural interaction between people and machines is essential for future AI-enabled systems across all application areas and domains.

Envisaged AI solutions should address one or both of the following areas:

  • Improve context-aware human-machine interaction to increase understanding and exploitation of the interaction context and content in multimodal settings, thus increasing responsiveness of interactive AI solutions, such as smart assistants, conversational and dialogue systems, content generation models, etc.
  • Support and enhance seamless human-to-human communication across languages e.g. by means of automatic translation or interpretation (incl. automatic subtitling) in real time with a greater understanding of the communication context and the meaning involved in it.

Multidisciplinary research activities should address at least one of the following:

  • Developing novel methods and techniques for producing context-aware models, which incorporate factual-based structured and unstructured knowledge in broader situational and temporal information, and continual learning to achieve natural behaviour and reasoning in all intended settings.
  • Improving large pre-trained multilingual language models to cover a large set of languages, with a high level of natural language understanding and the ability to efficiently add more languages, including low-resource ones, via transfer or language-independent learning methods.
  • Improving language-independent and bias-controlling algorithms and methods for language model training and usage efficiency in terms of data, time and energy consumption while retaining performance, accuracy and general usability.
  • Developing language representations, encompassing an effective combination of multilingual, symbolic and sub-symbolic knowledge and allowing systems to perform cross-cultural reasoning in various contextual tasks.

Proposals should involve appropriate expertise in all the relevant disciplines, such as data science, computer science, computational linguistics, machine learning and natural language processing. Particular attention should be paid to control gender or other biases in language models.

Research should build on existing standards, contribute to standardisation and result in findable, accessible, interoperable and reusable research data including metadata schemas and ontologies.

All proposals are expected to embed mechanisms to assess and demonstrate progress (with qualitative and quantitative KPIs, benchmarking and progress monitoring, as well as illustrative application use-cases demonstrating concrete potential added value), and share communicable results with the European R&D community, through the AI-on-demand platform, Common European Data Spaces (especially the dedicated Language Data Space) and other relevant Member States’ initiatives, such as Open GPT-X, and if necessary other relevant digital resource platforms in order to enhance the European AI, Data and Robotics ecosystem through the sharing of results and best practice.

Proposals are also expected to dedicate tasks and resources to collaborate with and provide input to the open innovation challenge under HORIZON-CL4-2023-HUMAN-01-04 addressing natural language understanding and interaction. Research teams involved in the proposals are expected to participate in the respective Innovation Challenges. This topic implements the co-programmed European Partnership on AI, data and robotics.

read more

Expected results
  • Development of natural language understanding and interaction in advanced language technologies based on context-aware language models able to further integrate long-term general knowledge and derive meaning in order to develop automated reasoning and enhanced interaction skills;
  • Effective multilingual and bias-controlled language models, capable of learning from smaller language corpora, efficient in computing and respectful of European values (i.e., privacy, non-discrimination, robustness in legal, ethical and technical terms, reliability and trustworthiness, interpretability and explainability, security and safety);
  • AI systems and solutions based on novel multilingual pre-trained language models that have assimilated cross-language and cross-cultural knowledge through textual and speech input;
  • Higher uptake of innovative language technology solutions by European companies, providing extensive language coverage of AI-enabled applications and services in Europe.

read more

Regions / countries for fundingEU Member States, Overseas Countries and Territories (OCT)
Moldova (Moldova), Albania (Shqipëria), Armenia (Հայաստան), Bosnia and Herzegovina (Bosna i Hercegovina / Босна и Херцеговина), Faeroes (Føroyar / Færøerne), Georgia (საქართველო), Island (Ísland), Israel (ישראל / إِسْرَائِيل), Kosovo (Kosova/Kosovë / Косово), Montenegro (Црна Гора), Morocco (المغرب), North Macedonia (Северна Македонија), Norway (Norge), Serbia (Srbija/Сpбија), Tunisia (تونس /Tūnis), Türkiye, Ukraine (Україна), United Kingdom
eligible entitiesEU Body, Education and training institution, International organization, Natural Person, Non-Profit Organisation (NPO) / Non-Governmental Organisation (NGO), Other, Private institution, incl. private company (private for profit), Public Body (national, regional and local; incl. EGTCs), Research Institution incl. University, Small and medium-sized enterprise (SME)
Mandatory partnershipYes
Project Partnership

To be eligible for funding, applicants must be established in one of the following countries:

  • the Member States of the European Union, including their outermost regions
  • the Overseas Countries and Territories (OCTs) linked to the Member States
  • third countries associated to Horizon Europe - see list of particpating countries

Only legal entities forming a consortium are eligible to participate in actions provided that the consortium includes, as beneficiaries, three legal entities independent from each other and each established in a different country as follows:

  • at least one independent legal entity established in a Member State; and
  • at least two other independent legal entities, each established in different Member States or Associated Countries.

Any legal entity, regardless of its place of establishment, including legal entities from non-associated third countries or international organisations (including international European research organisations) is eligible to participate (whether it is eligible for funding or not), provided that the conditions laid down in the Horizon Europe Regulation have been met, along with any other conditions laid down in the specific call topic.

A ‘legal entity’ means any natural or legal person created and recognised as such under national law, EU law or international law, which has legal personality and which may, acting in its own name, exercise rights and be subject to obligations, or an entity without legal personality.

Specific cases:

  • Affiliated entities — Affiliated entities (i.e. entities with a legal or capital link to a beneficiary which participate in the action with similar rights and obligations to the beneficiaries, but which do not sign the grant agreement and therefore do not become beneficiaries themselves) are allowed, if they are eligible for participation and funding.
  • Associated partners — Associated partners (i.e. entities which participate in the action without signing the grant agreement, and without the right to charge costs or claim contributions) are allowed, subject to any conditions regarding associated partners set out in the specific call conditions.
  • Entities without legal personality — Entities which do not have legal personality under their national law may exceptionally participate, provided that their representatives have the capacity to undertake legal obligations on their behalf, and offer guarantees to protect the EU’s financial interests equivalent to those offered by legal persons.
  • EU bodies — Legal entities created under EU law including decentralised agencies may be part of the consortium, unless provided for otherwise in their basic act.
  • Joint Research Centre (‘JRC’)— Where provided for in the specific call conditions, applicants may include in their proposals the possible contribution of the JRC but the JRC will not participate in the preparation and submission of the proposal. Applicants will indicate the contribution that the JRC could bring to the project based on the scope of the topic text. After the evaluation process, the JRC and the consortium selected for funding may come to an agreement on the specific terms of the participation of the JRC. If an agreement is found, the JRC may accede to the grant agreement as beneficiary requesting zero funding or participate as an associated partner, and would accede to the consortium as a member.
  • Associations and interest groupings — Entities composed of members (e.g. European research infrastructure consortia (ERICs)) may participate as ‘sole beneficiaries’ or ‘beneficiaries without legal personality’. However, if the action is in practice implemented by the individual members, those members should also participate (either as beneficiaries or as affiliated entities, otherwise their costs will NOT be eligible
other eligibility criteria

Activities are expected to start at TRL 2 and achieve TRL 5 by the end of the project.

For the Technology Readiness Level (TRL), the following definitions apply:

  • TRL 1 — Basic principles observed
  • TRL 2 — Technology concept formulated
  • TRL 3 — Experimental proof of concept
  • TRL 4 — Technology validated in a lab
  • TRL 5 — Technology validated in a relevant environment (industrially relevant environment in the case of key enabling technologies)
  • TRL 6 — Technology demonstrated in a relevant environment (industrially relevant environment in the case of key enabling technologies)
  • TRL 7 — System prototype demonstration in an operational environment
  • TRL 8 — System complete and qualified
  • TRL 9 — Actual system proven in an operational environment (competitive manufacturing in the case of key enabling technologies, or in space)

Additional information

Topics
Competitiveness of Enterprises, Employment/Labour Market, SME & entrepreneurship, 
Digitalisation, Digital Society, ICT
Relevance for EU Macro-RegionEUSAIR - EU Strategy for the Adriatic and Ionian Region, EUSALP - EU Strategy for the Alpine Space, EUSBSR - EU Strategy for the Baltic Sea Region, EUSDR - EU Strategy for the Danube Region
UN Sustainable Development Goals (UN-SDGs)
Additional Information

All proposals must be submitted electronically via the Funders & Tenders Portal electronic submission system (accessible via the topic page in the Search Funding & Tenders section). Paper submissions are NOT possible.

Proposals must be complete and contain all parts and mandatory annexes and supporting documents, e.g. plan for the exploitation and dissemination of the results including communication activities, etc.

The application form will have two parts:

  • Part A (to be filled in directly online) contains administrative information about the applicant organisations (future coordinator and beneficiaries and affiliated entities), the summarised budget for the proposal and call-specific questions;
  • Part B (to be downloaded from the Portal submission system, completed and then assembled and re-uploaded as a PDF in the system) contains the technical description of the project.

Annexes and supporting documents will be directly available in the submission system and must be uploaded as PDF files (or other formats allowed by the system).

The limit for a full application (Part B) is 45 pages.

Call documents HE-Work Programme 2023-2024, Cluster 4, Destination 6 (799kB)
ContactNational Contact Points for Horizon Europe
Website

To see more information about this call, you can register for free here
or log in with an existing account.
Log in Register now

back to the overview