November 30, 2024

ELISE

Knowledge 4 All Foundation Concludes Successful Collaboration with European AI Excellence Network ELISE

Knowledge 4 All Foundation is pleased to announce the successful completion of its participation in the European Learning and Intelligent Systems Excellence (ELISE) project, a prominent European Network of Artificial Intelligence Excellence Centres. ELISE, part of the EU Horizon 2020 ICT-48 portfolio, originated from the European Laboratory for Learning and Intelligent Systems (ELLIS) and concluded in August 2024.

The European Learning and Intelligent Systems Excellence (ELISE) project, funded under the EU's Horizon 2020 programme, aimed to position Europe at the forefront of artificial intelligence (AI) and machine learning research — The European Learning and Intelligent Systems Excellence (ELISE) project, funded under the EU’s Horizon 2020 programme, aimed to position Europe at the forefront of artificial intelligence (AI) and machine learning research

Throughout the project, Knowledge 4 All Foundation collaborated with leading AI research hubs and associated fellows to advance high-level research and disseminate knowledge across academia, industry, and society. The Foundation contributed to various initiatives, including mobility programs, research workshops, and policy development, aligning with ELISE’s mission to promote explainable and trustworthy AI outcomes.

The Foundation’s involvement in ELISE has reinforced its commitment to fostering innovation and excellence in artificial intelligence research. By engaging in this collaborative network, Knowledge 4 All Foundation has played a role in positioning Europe at the forefront of AI advancements, ensuring that AI research continues to thrive within open societies

November 21, 2024

ELISE, HumaneAI-Net

Knowledge 4 All Foundation Completes Successful Engagements in European AI Excellence Network HumanEAI-Net

Knowledge 4 All Foundation (K4A) is pleased to announce the successful completion of its engagements in two prominent European Networks of Artificial Intelligence (AI) Excellence Centres: the HumanE AI Network. These initiatives have been instrumental in advancing human-centric AI research and fostering collaboration across Europe.

Both HumaneAI-Net and ELISE were part of the H2020 ICT-48-2020 call, fostering AI research excellence in Europe. — The HumaneAI-NetE was part of the H2020 ICT-48-2020 call, fostering AI research excellence in Europe

The HumanE AI Network, comprising leading European research centres, universities, and industrial enterprises, has focused on developing AI technologies that align with European ethical values and societal norms. K4A’s participation in this network has contributed to shaping AI research directions, methods, and results, ensuring that AI advancements are beneficial to individuals and society as a whole.

K4A remains committed to advancing AI research and development, building upon the foundations established through these collaborations. The foundation looks forward to future opportunities to contribute to the global AI community and to promote the responsible and ethical development of AI technologies.

August 20, 2024

Lacuna

Knowledge 4 All Foundation Completes NLP Projects with Lacuna Fund, Transitions Efforts to Deep Learning Indaba Charity

Knowledge 4 All Completes NLP Projects, Passing the Torch to Deep Learning Indaba — Completed NLP Projects, Passing the Torch to Deep Learning Indaba

The Knowledge 4 All Foundation is pleased to announce the successful completion of its Natural Language Processing (NLP) projects under the Lacuna Fund initiative. These projects aimed to develop open and accessible datasets for machine learning applications, focusing on low-resource languages and cultures in Africa and Latin America.

The portfolio includes impactful initiatives such as NaijaVoice, which focuses on creating datasets for Nigerian languages, Masakhane Natural Language Understanding, which advances NLU capabilities for African languages, and Masakhane Domain Adaptation in Machine Translation, targeting improved domain-specific machine translation systems. The Foundation’s efforts have significantly contributed to assisting African researchers and research institutions in creating inclusive datasets that address critical needs in these regions.

As part of a strategic transition, the Foundation has entrusted the continuation and expansion of these initiatives to the Deep Learning Indaba charity. The Deep Learning Indaba, dedicated to strengthening machine learning and artificial intelligence across Africa, is well-positioned to build upon the groundwork laid by Knowledge 4 All. The Foundation extends its gratitude to the Deep Learning Indaba charity for taking over these projects and is confident that their expertise will further the mission of fostering inclusive and representative AI development in the future.

May 15, 2024

HumaneAI-Net

HumaneAI-Net results and project legacy

The HumaneAI-Net project has significantly advanced human-centered artificial intelligence by developing innovative resources and fostering collaboration across Europe. Key achievements include the creation of the Humane AI Database, a comprehensive repository summarizing essential project outputs, and the establishment of the Hybrid Human Artificial Intelligence (HHAI) conference, which serves as a platform for interdisciplinary AI research. Additionally, the project has produced diverse datasets, such as the SOMTUME dataset, containing textual information from social media and news sites, and the DIASER corpus, comprising over 37,000 annotated dialogues. These contributions have been instrumental in promoting ethical AI practices and enhancing human-AI collaboration.

For a comprehensive overview of the project’s legacy and access to these resources, check the following list:

Core Data

Humane AI Website: https://www.humane-ai.eu/
Humane AI Database: a living document spreadsheet summarizing key project outputs (view sheet)
AI on Demand: coming soon

Core Legacy Items

HHAI conference (Hybrid Human Artificial Intelligence): https://hhai-conference.org/
ADR Topic Group – Generative AI for Human-AI Collaboration: coming soon
Springer handbook on Human-AI Collaboration: coming soon (email haimgmt@dfki.de if you are interested to collaborate 🙂 )

Social Media

Linkedin (@humaneainet): https://www.linkedin.com/company/90859893/
Facebook (@humaneainet): https://www.facebook.com/profile.php?id=100089945357753
Twitter (@humaneainet): https://twitter.com/humaneainet
YouTube (@humaneainet): https://www.youtube.com/channel/UCyT8rfuCFHLK3ha1-GdE9Zg

Datasets

ID	Microproject producing the dataset (linked to HAI Net page)	Description	Link short text
DS-001	TMP-003	Available on github	link
DS-002	TMP-007	Reviewed Papers and Coding Spreadsheet:	link
DS-003	TMP-016	(Dataset 1) Example Jupyter Notebooks – Uwe Köckemann, Fabrizio Detassis, Michele Lombardi	link
DS-004	TMP-016	(Dataset 2) Example Jupyter Notebooks – Uwe Köckemann, Fabrizio Detassis, Michele Lombardi	link
DS-005	TMP-016	(Dataset 3) Example Jupyter Notebooks – Uwe Köckemann, Fabrizio Detassis, Michele Lombardi	link
DS-006	TMP-022	Dataset: Pilot dataset – Kunal Gupta & Mark Billinghurst	link
DS-007	TMP-022	Dataset: eye tracking data during encoding phase	link
DS-008	TMP-023	The SOMTUME dataset contains textual information gathered from social media and news sites, segment: Trustworthiness Information Content (TIC). The texts pertain to the migration of Ukrainians to the European Union from February 2022, to August 2023	link
DS-009	TMP-023	The SOMTUME dataset contains textual information gathered from social media and news sites, segment: Trustworthiness Uncertain Information Content (UIC). The texts pertain to the migration of Ukrainians to the European Union from February 2022, to August 2023	link
DS-010	TMP-036	Dataset: DIASER corpus – Ondrej Dusek: A corpus of 37,173 annotated dialogues with unified and enhanced annotations built from existing open dialogue resources	link
DS-011	TMP-037	Loan Approval1: datase	link
DS-012	TMP-037	Loan Approval2: dataset	link
DS-013	TMP-039	Dataset: PEEK Dataset – Sahan Bulathwela	link
DS-014	TMP-059	A unified multi-domain dialogue dataset is introduced and released along with the paper “Dialog2Flow: Pre-training Soft-Contrastive Action-Driven Sentence Embeddings for Automatic Dialog Flow Extraction” (Burdisso et al. – EMNLP 2024 main conference).	link
DS-015	TMP-060	A list of relevant datasets	link
DS-016	TMP-060	Survey showing Point Processes resources	link
DS-017	TMP-062	Github repository of datasets and software	link
DS-018	TMP-068	PET: a new annotated dataset of human-annotated processes in a corpus of process descriptions	link
DS-019	TMP-081	evaluation and development data sets for speech translation for meetings (for English->Latvian, Latvian->English, and Lithuanian- >English)	link
DS-020	TMP-081	ELITIR minuting cortpus: an automatic minuting test set for the AutoMin 2023 shared task on automatic creation of meeting summaries (“minutes”) for English and Czech	link
DS-021	TMP-084	SynSemClass 3.5 dataset	link
DS-022	TMP-086	A survey of tools and datasets for a multimodal perception with transformers	link
DS-023	TMP-091	Data	link
DS-024	TMP-094	Generator for preference data – Bruno Veloso, Luciano Caroprese, Matthias Konig, Sonia Teixeira, Giuseppe Manco, Holger H. Hoos, and Joao Gama	link
DS-025	TMP-096	Dataset without topics	link
DS-026	TMP-096	Dataset with topics	link
DS-027	TMP-099	Individual subject trajectories – Annalisa Bosco	link
DS-028	TMP-102	A GitHub repository with detailed analysis of literature Detailed analysis of containing 36 existing datasets and papers according to our desiderata and checklist	link
DS-029	TMP-103	Data can be found here	link
DS-030	TMP-107	HCN dataset: news articles in the domain of Health and Climate Change. The dataset contains news articles, annotated with the major claim, claimer(s) and claim object(s).	link
DS-031	TMP-117	Dataset of EEG recordings corresponding to easy and difficult decisions	link
DS-032	TMP-118	3 etxnsions of the HeLiS ontology – Mauro Dragoni	link
DS-033	TMP-124	dataset showing the evaluated VAAs and the frameworks used to evaluate them	link
DS-034	TMP-130	we have a cleared and cured dataset for 70 years of Senate activities from year 1333	link

Software and Tools

ID	Microproject producing the dataset (linked to HAI Net page)	Description	Link short text
TL-001	TMP-001	labelling tool repository	link
TL-002	TMP-003	This repository contains the implementation of the model presented in the paper “Modelling Concept Drift in Dynamic Data Streams for Recommender Systems”.	link
TL-003	TMP-004	C# code to run for the geometry friends human-ai collaboration study.	link
TL-004	TMP-005	The code of the ABM can be found in this repository	link
TL-005	TMP-008	Program/code: Crowdnalysis Python package	link
TL-006	TMP-009	Interpretable Fair Abstaining Classifier	link
TL-007	TMP-010	chatbot code	link
TL-008	TMP-012	Open source tool for training ASR models for dysarthic speech: The repository contains: A baseline recipe to train a TDNN-CNN hybrid model based ASR system, this recipe is prepared to be trained on the TORGO dataset. And an end-to-end model using ESPnet framework prepared to be trained on UASpeech dataset.	link
TL-009	TMP-016	Program/code: Python library: Moving targets via AIDDL	link
TL-010	TMP-018	Mass Media Impact on Opinion Evolution in Biased Digital Environments: a Bounded Confidence Model	link
TL-011	TMP-025	Methods and Tools for Causal Discovery and Causal Inference	link
TL-012	TMP-031	Meta-control decision-making experiment	link
TL-013	TMP-037	Discovery Framework (program/code)	link
TL-014	TMP-037	2Experiments	link
TL-015	TMP-039	Program/code: TrueLearn Model	link
TL-016	TMP-039	Program/code: Semantic Networks for Narratives	link
TL-017	TMP-044	EvalSubtitle: tool for reference-based evaluation of subtitle segmentation	link
TL-018	TMP-051	Backend code	link
TL-019	TMP-053	patent under review for FPGA based prototype	link
TL-020	TMP-055	The base game	link
TL-021	TMP-055	The extended game	link
TL-022	TMP-057	python package providing grey box NLP model to assist qualitative analysts	link
TL-023	TMP-058	Package page at Python Package Index	link
TL-024	TMP-059	Source code comes with tool-like scripts to convert any collection of dialogs to a dialog flow automatically.	link
TL-025	TMP-059	The code repository for long-context ASR is public	link
TL-026	TMP-065	A software library to help analyze crowdsourcing results (2024)	link
TL-027	TMP-071	Web-Services library	link
TL-028	TMP-082	Prototype implementation	link
TL-029	TMP-083	T-KEIR	link
TL-030	TMP-083	erc-unibo-module	link
TL-031	TMP-084	SynSemClass 3.5 browser	link
TL-032	TMP-089	A bundle to replicate a simulation with SUMO over Milano with 15k vehicles and 40% routed ones	link
TL-033	TMP-090	dataset	link
TL-034	TMP-091	Implementation in Pytorch of the Iterative Local Refinement (ILR) algorithm	link
TL-035	TMP-094	Self Hyper-parameter tunning	link
TL-036	TMP-095	Contributed to a computational theory called POSG, a multi-agent framework for human-AI interaction	link
TL-037	TMP-096	repo with the code used to build and study the datasets	link
TL-038	TMP-097	Github link of the code of the simulator for the new dynamic model	link
TL-039	TMP-099	Program/code: Recurrent neural network codes	link
TL-040	TMP-101	Program/code: Proactive Behavior Generation – Open Source System –	link
TL-041	TMP-101	Program/code: Playground, Jupyter Notebook / Google Colab	link
TL-042	TMP-104	CKR Datalog Rewriter	link
TL-043	TMP-107	Website demo	link
TL-044	TMP-107	Services for claim identification and the retrieval engine	link
TL-045	TMP-107	Service for the text simplification	link
TL-046	TMP-108-TMP-034	SAI Simulator for Social AI Gossiping	link
TL-047	TMP-109	Pest control game demo	link
TL-048	TMP-109	The Pest Control Game experimental platform	link
TL-049	TMP-113	Prototype of a dialogue system that deliberates on top of the social context, in which the dialogue scenarios are easy to author.	link
TL-050	TMP-114	prototype	link
TL-051	TMP-120	Diurnal Patterns in the Spread of COVID-19 Misinformation on Twitter within Italy	link
TL-052	TMP-124	Trustworthiness of Voting Advice Applications in Europe	link
TL-053	TMP-126	Code for audio data collection	link
TL-054	TMP-126	Code for end-to-end response generation	link
TL-055	TMP-130	VLD Series Viewer	link
TL-056	TMP-133	X5Learn Platform	link
TL-057	TMP-133	TrueLearn Codebase	link
TL-058	TMP-133	TrueLearn Python library	link

Tutorials and Reports

ID	Microproject producing the dataset (linked to HAI Net page)	Description	Link
TR-001	TMP-016	Tutorial: Moving targets tutorial	link
TR-002	TMP-038	EduCourse: Open lectures and hands-on practicals	link
TR-003	TMP-042	Seminar: Research seminar: Ethics and AI for PhD students, postdoctoral scholars, and research fellows in University of Kaiserslautern-Landau (Winter 2023-2024)	Reach out to project contact person for access
TR-004	TMP-058	Tutorial: “tutorial page documenting how to use the package	link
TR-005	TMP-059	Tutorial: a jupyter notebook tutorial for joint speech-text embeddings for spoken language understanding.	link
TR-006	TMP-059	Tutorial: part 1 (on dialogue modelling)	link
TR-007	TMP-059	Tutorial: part 2 (on LLMs)	link
TR-008	TMP-082	Report: ArXiv Technical Report on formalization	link
TR-009	TMP-086	Tutorial: A tutorial on the use of transformers for multimodal perception.	link
TR-010	TMP-086	Report: Report on challenges for the use of transformers for multimodal perception and interaction.	link
TR-011	TMP-096	Report: report summarizing the detailed results	link
TR-012	TMP-103	A pre-registration for the demographic study	link
TR-013	TMP-104	Report: echnical report	link
TR-014	TMP-121	Seminar: the Mossos d’Esquadra, the police authority in Barcelona.	Reach out to project contact person for access
TR-015	TMP-121	Seminar: the police education unit at Umeå Sweden.	Reach out to project contact person for access
TR-016	TMP-123	Report: Report of applicable mechanisms and formats for AI-innovation Report of the initial workshop	link
TR-017	TMP-123	Report: White Paper – Methods for AI implementation	link
TR-018	TMP-126	Report: Report for end-to-end response generation	link
TR-019	TMP-131	EduCourse: slides	link

June 1, 2023

General, UNESCO

Conference of the UK UNITWIN/UNESCO Chairs Programme

On 30-31 May 2023, UK National Commission for UNESCO hosted the Conference UK UNESCO Chairs Conference to mark the yearly anniversary of the UNITWIN/UNESCO Chairs Programme. This event, supported by the National Commission for UNESCO, brought together over 20 participants representing some 22 UNESCO Chairs and UNITWIN in the UK. This global network encourages inter-university cooperation, collaboration and information sharing. Today, the Programme involves over 700 institutions in 126 countries.

The two days of knowledge sharing inspired new ideas, partnerships, and opportunities that highlighted the value of intellectual collaboration across the network and beyond. The value of transdisciplinarity, future-oriented approaches and the need for increased North-South-South and South-South cooperation were emphasized throughout the event.

UK UNESCO Chairs Conference, Birmingham, May 31, 2023

May 25, 2023

General, HumaneAI-Net

Presenting the new science of Artificial Intelligence that can put Europe on the world stage in the European Parliament

K4A is very happy to have helped co-organize an awesome half-day event at the European Parliament, titled “Beyond ChatGPT: How can Europe get in front of the pack on Generative AI Models?“, with Humane AI Net, IRCAI – International Research Center on Artificial Intelligence under the auspices of UNESCO, CLAIRE – Confederation of Laboratories for Artificial Intelligence Research in Europe, TAILOR, AI4Media, and VISION.
A big thank you to Paul Lukowicz, Cees Snoek, Fredrik Heintz, Ioannis Kompatsiaris, Virginia Dignum, Ieva Martinkenaite, Francesca Rossi, Holger Hoos, Marko Grobelnik, Catelijne Muller, Clara Neppel, Dino Pedreschi, and Cécile Huet.

Irena Joveva MEP, HumaneAI delivering a one day event @ European Parliament, Presenting the new science of Artificial Intelligence that can put Europe on the world stage, May 25, 2023 Brussels, Belgium, European Parliament, Room A5G1

HumaneAI delivering a one day event @ European Parliament, Presenting the new science of Artificial Intelligence that can put Europe on the world stage, May 25, 2023 Brussels, Belgium, European Parliament, Room A5G1

February 23, 2023

Encore+, General

Contributing to Lillehammer’s (Norway) Lifelong Learning ICDE Conference with the workshop: “Your place in the Open Ecosystem”

KA, as a partner institution of the ENCORE + Network, approached how Open Technologies can support initiatives, projects, and business’ uptake of Open Educational Resources (OERs) in the Lifelong Learning Conference 2023 (15^th-17^th February) in Lillehammer (Norway), which gathered 350 participants from 32 countries.

The workshop was intended to provide participants an opportunity to imagine and recreate their work and business as Open, reflecting on OERs applicability and benefit to business, innovation, and technology in lifelong learning. There was exchange, debate, and genuine interest on the possibilities openness offer to different stakeholders.

Some of the ongoing K4A’s research for the ENCORE+ Network was also presented as relevant background for engaging participants with the activities proposed. An overview of how businesses envisioned the use and potential strategies by the use of approach was provided, in terms of services provided to learners, and technologies supporting these processes. Additionally, some of the latest AI-based solutions for OER repositories were showcased as efficient tools catering for lifelong learners’ needs.

K4A workshop at the third International Lillehammer Lifelong Learning ICDE Conference 15-17 February 2023

October 3, 2022

HumaneAI-Net

Funding available for human-centered AI projects

K4A is a partner in the HumanE AI network of excellence which has been running a program of micro-projects and there is a potential to link this with the Network for AI and Knowledge for Sustainable Development (NAiXUS) established jointly by the International Research Centre on AI under the Auspices of UNESCO, the DataPop Alliance, Knowledge 4 All Foundation, ELLIS Alicante UNIT and Regional Center for Studies on the Development of the Information Society (Cetic.br). The Humane AI has funds reserved to finance the involvement of external partners and this call is concerned with micro-projects that would like to leverage these funds to include NAiXUS partners. Check here for the opportunity.

Human AI net Micro-Projects Collaboration Network

September 21, 2022

General, HumaneAI-Net

The periodic technical report for the HumaneAI Network successfully submitted to EU reviewers

Chatila Raja, Sorbonne University - European Network of Human-Centered Artificial Intelligence

Yvonne Rogers, University College London - European Network of Human-Centered Artificial Intelligence

European Network of Human-Centered Artificial Intelligence

After the HumaneAI project setup phase, initiating the internal and external collaboration mechanisms the first 18 months were focused on engaging with the research questions posed in the proposal within WPs 1-5 and conducting a series of concrete high-impact activities to connect to the community. Nearly 70 micro projects spanning the large majority of the project partners have been initiated resulting in 82 project publications, incl. Nature, PNAS, Phys.Rev, Artificial Intelligence etc papers.

A major result of this work has been the updated research agenda which includes a novel conceptual framework for human-AI collaboration, a notion of shared representations centered around of narratives and the expansion of the definition of AI trustworthiness and explainability in terms of human-computer interaction (systems that humans (both individually and as a society) feel they understand and are comfortable trusting rather than systems that “only” fulfill certain hard technical specification).

August 21, 2022

AI4D, General

Lacuna Fund 2022 grantees convening in Tunis

As of August 2021, Lacuna Fund has selected 29 projects for funding in the Agriculture, Natural Language Processing, and Equity & Health domains. Project teams from the first rounds of funding in Agriculture and Natural Language Processing have either completed or are nearly finished with their datasets. Those project teams were invited to attend the 2022 Lacuna Fund Grantee Convening.

K4A was granted two projects funded by the first rounds of Lacuna funding, Jade Abbott leading the “Masakhane MT: Decolonizing Scientific Writing for Africa” and Peter Nabende’s project “Named Entity Recognition and Parts of Speech datasets for African languages“. Both project results are available now, with links to the datasets listed on the Lacuna Fund website.

We were extremely happy to meet representatives from many of the project teams in person!