🚀 Friday AI Fact: F1 Score Precision tells us how many predicted positives are actually positive, while recall shows how many actual positives we successfully identified. The F1 score combines these into a single number, giving a balanced view of a model’s performance. #ELOQUENCE

🌟 Meet Anca Radu, AI & human rights expert! 🌟 Discover her work on legal & ethical AI in the judiciary, her role at CAIDP Europe and more. 👩‍💻 Learn more: eloquenceai.eu/experts #ELOQUENCEAI #AIethics #CommunityOfExperts

✨ Virtual demo days | PILOT 3 🔊 In this pilot, we aim to assess the effectiveness of our proposed LLM-based virtual agent within the demanding customer service sector. 🔗Find out more in the video: www.youtube.com/watch?v=iqUQ... #ELOQUENCEAI #ConversationalAI #MultilingualAI

We are thrilled to announce the upcoming European Parliament’s Multilingualism Day 2025, a unique celebration of linguistic diversity in the EU! ✨Online workshops → Friday, 26 September (registrations are open and you can register here: ep-events.europarl.europa.eu/europarl/MLD... #ELOQUENCEAI

🧠 Friday AI Fact: What is Accuracy in AI? 🎯Accuracy is one of the most common metrics used to evaluate a model's performance. It represents the ratio of correctly predicted instances to the total number of predictions made. Same time next Friday – new AI fact coming your way! #ELOQUENCEAI

📢 New ELOQUENCE Publication Alert! Our partners released a new study: “Scaling and Enhancing LLM-based AVSR: A Sparse Mixture of Projectors Approach”. 🔗 Read the full paper here: eloquenceai.eu/publications/ #ELOQUENCE #AI

✨ Virtual demo days | PILOT 2 🔊 This pilot leverages open-source data to craft scenarios and benchmarks that test language models against social norms and detect biases in sentence construction. 🔗Find out more in the video: www.youtube.com/watch?v=sahj... #ELOQUENCEAI #ConversationalAI

🧠 Friday AI Fact: What is Recall? Recall (or sensitivity) is the ratio of correctly predicted positive observations to all observations in the actual class. 🚀 Catch you next Friday with another AI fact! #ELOQUENCE #AI #MachineLearning #Recall #FridayAIFact #ModelMetrics

✨ For everyone who couldn’t join our Webcafé session last Friday – the recording is now online! ▶️ Watch the full session here: youtu.be/AHfP29vU6k4 🔗Learn more about MT-Lens here: eloquenceai.eu/publications/ 🌞 Stay tuned for more exciting content from the ELOQUENCE project! #ELOQUENCE #AI

🚨 ELOQUENCE Webcafé starts in less than 3 hours! ⏳ It’s not too late to secure your spot: us02web.zoom.us/meeting/regi... 📩 If you’ve already registered, don’t forget to check your confirmation email for instructions on how to join the session. See you soon at the Webcafé! ☕✨ #ELOQUENCE

📢 Reminder: Our next ELOQUENCE Webcafé is coming up this Friday! 🎙️ Speakers: Miguel Claramunt and Javi García Gilabert 🎯 Topic: Detecting and Mitigating Bias in AI Systems 📅 Date: Friday, 22 August 2025 ⏰ Time: 12:00 PM (CEST) 💡 Save your spot now at: us02web.zoom.us/meeting/regi...

☕ Join us this Friday for a new ELOQUENCE Webcafé session! We’ll discuss Detecting and Mitigating Bias in AI Systems with Javier García Gilabert and Miguel Claramunt from the Barcelona Supercomputing Center. 📌 Save your spot at: us02web.zoom.us/meeting/regi... #ELOQUENCE

📊Friday AI Fact: What is a Confusion Matrix? A confusion matrix is a table that helps you understand how well your classification model is performing. Same time next Friday - new AI fact coming your way! #ELOQUENCE #AI #MachineLearning #ConfusionMatrix

✨Virtual demo days – PILOT 1 ✨ Discover the first steps toward building trustworthy multilingual conversational AI! This video captures the presentation of Pilot 1, shared during the ELOQUENCE Plenary Meeting. 🔗Find out more: www.youtube.com/watch?v=QU4G... #ELOQUENCEAI

✨ In this short explainer, Oldřich Plchot, from Brno University of Technology, introduces the motivation and methods behind a novel approach to enabling Large Language Models to understand human speech in a meaningful, grounded way. 🔗Find out more: www.youtube.com/watch?v=xz4Y... #ELOQUENCEAI

🧠 Friday AI Fact: What is Validation Data? 📊 A validation dataset is used to provide an unbiased evaluation of a model during the training phase. 🤖 Don’t miss next Friday’s AI fact! #ELOQUENCE #AI #MachineLearning #FridayAIFact #DataScience #AIExplained #ResponsibleAI

🌟 Community of Experts Series: Giuseppe Caggianese 🌟 Giuseppe Caggianese is a Research Scientist at the National Research Council of Italy (CNR), Institute for High-Performance Computing and Networking (ICAR-CNR). 🔗 Find out more at: eloquenceai.eu/experts #ELOQUENCEAI #CommunityOfExperts

🧠 Friday AI Fact: Training Data! 📚🤖 Training data in AI is a dataset used to teach a model how to make predictions or recognize patterns. Catch you next Friday with another AI fact! #ELOQUENCEAI #FridayFacts #TrainingData #MachineLearning #AIexplained

🌟 Community of Experts Series: Dr Alberto Quintavalla 🌟 Dr Alberto Quintavalla is Assistant Professor at the Erasmus University Rotterdam and affiliated researcher of the Jean Monnet Centre on Digital Governance. 🔗 Meet more experts at: eloquenceai.eu/experts #ELOQUENCEAI #CommunityOfExperts

🎙️ Facts and Norms in Human Rights Assessment: Can human rights compliance be measured? 🔗 Here you can watch the webinar with Professor Martin Scheinin and explore the intersection of AI and human rights : hrjust-intersect-observatory.eu/events/facts... #ELOQUENCEAI #HumanRights

🤖 Friday AI Fact: Hyperparameters! A hyperparameter in AI is a parameter whose value is set before the learning process begins. Unlike model parameters, hyperparameters control how the learning happens, like the learning rate, number of layers or batch size. #ELOQUENCEAI #FridayFacts

✨The Horizon Europe-funded ELOQUENCE project hit its mid-point at a plenary hosted by Telefónica in Barcelona. Bringing together 16 partners, the project advances ethical, multilingual, and bias-free conversational AI. 🔗 Learn more: eloquenceai.eu/eloquence-pr... #ELOQUENCEAI #HorizonEurope

🧠 Ethical AI and Human Rights: Shaping Trustworthy Technologies 💡 In this explainer video, we dive with partners from European University Institute, this time esteemed Dr Martin Scheinin. 🔗 Learn more at: www.youtube.com/watch?v=T3Z1... #ELOQUENCEAI #EthicalAI #MultilingualAI

🧠 Friday AI Fact: Variance! 🔍📊 Variance measures how much the values in a dataset differ from the mean. In simple terms it tells us how spread out the data is. Catch you next Friday for another AI fact! #ELOQUENCEAI #FridayFacts #Variance #AIexplained

🌟 Community of Experts Series: Theofanis Orphanoudakis 🌟 Theofanis Orphanoudakis is an associate professor at HOU and director of the DSMC Lab as well as a research associate and independent consultant. 🔗Read more at: eloquenceai.eu/experts #ELOQUENCEAI #CommunityOfExperts

🧠 How does linguistics shape the future of AI? 📖 In our new blog we explore the crucial role of linguistics in the development of artificial intelligence. 👉 Read the blog at: eloquenceai.eu/the-role-of-... #ELOQUENCE #AI #Linguistics

🧠 Friday AI Fact: Feature Extraction! 🔍📊 Feature extraction is the process of turning raw data into meaningful inputs that a machine learning model can understand and learn from. Catch you next Friday with another AI fact! #ELOQUENCEAI #FridayFacts #FeatureExtraction #MachineLearning #AIexplained

🌟 Building Synergy Between ELOQUENCE AI and FINDHR 🌟 📣 Today marks an exciting moment as we announce that ELOQUENCE is teaming up with FINDHR, an EU-funded project addressing discrimination in AI-based hiring. 🔗 For more information: eloquenceai.eu/synergies/ #ELOQUENCE #AI #FINDHR #SYNERGY

Fresh Insights as Summer Unfolds 🌞 📬 Check out our latest ELOQUENCE newsletter! As summer shines with vibrant energy, so does the ELOQUENCE AI project. 🔗Read the full newsletter at: eloquenceai.eu/publications/ #ELOQUENCEAI #Newsletter #LLMs #TrustworthyAI #MultilingualAI

⚠️ Friday AI Fact: Underfitting! 🔍📉 Underfitting occurs when a machine learning model is too simple to learn the underlying patterns in the data, leading to poor performance on both training and new data. Stay tuned for more AI facts every Friday! #ELOQUENCEAI #Underfitting #MachineLearning

🌟 Building Synergy Between ELOQUENCE AI and BIAS 🌟 📣 Today, we are happy to announce that ELOQUENCE is joining forces with BIAS, a four-year project, also funded by the European Union’s Horizon Europe Research and Innovation program. 🔗 More: eloquenceai.eu/synergies/ #ELOQUENCEAI #BIAS #SYNERGY

📢 The Jelinek Summer Workshop on Speech and Language Technology (JSALT 2025) starts today! 👉 More info: eloquenceai.eu/event/jeline... #ELOQUENCEAI #SpeechProcessing #SpeechTechnology #Workshop

📖 In our latest blog, "Understanding Natural Language Processing: The AI Revolution in Language," dive into how NLP is transforming machines from tools into collaborators. 🔗 Read the full blog at: eloquenceai.eu/understandin... #ELOQUENCEAI #NLP #ArtificialIntelligence #LanguageTechnology

🎤 Our first ELOQUENCE webinar is live! Experts Martina Valente and Alessio Brutti shared insights on advancing multilingual speech AI in Europe, focusing on inclusivity & language diversity. 📺 Watch: youtu.be/183H_QR_Pz4 ✨ Share your thoughts & follow us for July’s webinar! #ELOQUENCEAI

📣 Meet our second ELOQUENCE webinar speaker: Martina Valente, Speech Technology Engineer at Almawave. With a background in telecommunications and signal processing, she’s developing multilingual ASR models since 2020. 🔗 Register: us02web.zoom.us/meeting/regi... #ELOQUENCEAI #Webinar

🎙️ Meet our guest speaker for the ELOQUENCE webinar “Advancing Multilingual Speech AI Across Europe”: Alessio Brutti, a tenured researcher at FBK and Scientific Coordinator of the project! 📅 June 17, 2025 | 13:00 CEST 🔗 Link for registration: us02web.zoom.us/meeting/regi... #ELOQUENCEAI

Live from the Plenary in sunny Barcelona! 🌞 At the project’s halfway point, the consortium came together to review progress and plan next steps. Thanks to Telefonica & Jordi Luque for hosting and and fostering great collaboration among partners. 🤝 More 👉 eloquenceai.eu #AI #LLMs #ELOQUENCEAI 🤝🙏

🗣️ Join us for our first ELOQUENCE webinar “Advancing Multilingual Speech AI Across Europe”! We will talk about latest innovations in speech AI supporting Europe’s linguistic diversity. 🗓️ June 17, 2025 🕐 13:00 🔗 Register: lnkd.in/d-pqhhED #ELOQUENCEAI #MultilingualAI #LanguageTechnologies

⚠️ Friday AI Fact: Overfitting! 🧠📈 Overfitting happens when a machine learning model learns the training data too well, including the noise and random details, making it perform poorly on new, unseen data. eloquenceai.eu/ai-dictionary/ #FridayFacts #Overfitting #MachineLearning #ELOQUENCEAI

🌟 Community of Experts Series Dr Manuel Portela Charnejovsky is a Research Associate at Universitat Pompeu Fabra, with a PhD in GeoInformatics. His research focuses on algorithmic fairness, responsible AI, & data governance. eloquenceai.eu/experts

🌍 ELOQUENCE on the EU stage! Our project was proudly showcased at the DATAMITE Meetup in Athens, highlighting progress on multilingual, voice-powered chatbots and bias reduction in large language models (LLMs). 📖 Read the full blog: eloquenceai.eu/eloquence-pr...

📊 Friday AI Fact: Bias! 🖥️ A systematic error is introduced into sampling or testing by selecting or encouraging one outcome or answer over others; this type of error can distort results and lead to misleading conclusions! eloquenceai.eu/ai-dictionary/

🌟 Community of Experts Series Dr Léonard Van Rompaey is a postdoctoral researcher at the Faculty of Law, University of Copenhagen, with nearly a decade of experience at the intersection of AI and law. He coordinates the Copenhagen Legal Tech Lab! eloquenceai.eu/experts

🌟 ELOQUENCE and ENIDIA AI 🔍 We recognise opportunities for collaboration and the creation of #synergies not only with projects funded under the same topic, but also with initiatives from different thematic areas, clusters, or pillars of #HE, as well as with #startups. 🔗 eloquenceai.eu/synergies/

🎉 Congratulations @martinscheinin.bsky.social on his new position! His decades-long expertise in human rights, digital ethics, and legal governance continues to shape global conversations! 🔗https://privacyinternational.org/people/5575/martin-scheinin

🎙️ New Webcafé episode is live! What makes AI trustworthy and why does explainability matter? 🎥 Watch now: youtu.be/pz3RxXWlwhQ and share your insights, examples, and ideas! #ELOQUENCE

☕ Join us this Friday at 12:00 PM (CEST) for a new ELOQUENCE Webcafé session: “Trustworthy AI: Why Explainability Matters” 🎙️ With Sergio Burdisso, we’ll explore why explainability is essential for human-centric and responsible AI systems. us02web.zoom.us/meeting/regi...

📚 New publication! Martin Scheinin and Helga Molbæk-Steensig have authored a new article, exploring the intersection of human rights, digital technologies, and governance. 👉 While not a direct output of the #ELOQUENCE, the paper closely aligns with it! 🔗 brill.com/view/journal...

🔍 What makes AI truly trustworthy? Join us at the next #ELOQUENCE Webcafé: “Trustworthy AI: Why Explainability Matters” Date: 23rd of May Time: 12 PM Speaker: Sergio Burdisso 👉 Register at us02web.zoom.us/meeting/regi...

📢 New ELOQUENCE Publication Alert! 🧠🗣️ Our partners from Idiap Research Institute and Brno University of Technology recently released a new study: “Dialog2Flow: Pre-training Soft-Contrastive Action-Driven Sentence Embeddings for Automatic Dialog Flow Extraction.” 📄 eloquenceai.eu/publications/