🌍 Friday AI Fact Did you know that grammatical gender can shape how LLMs express gender bias? An ELOQUENCE study shows big differences across languages. 📖Read more here: eloquenceai.eu/publications #ELOQUENCEAI #GenderBias #MultilingualAI

✨In this new ELOQUENCE Explainer video, Seraphina Fong and Lorenzo Concina from Fondazione Bruno Kessler (FBK) discuss how ELOQUENCE is helping AI learn more of Europe’s languages. 📌Find out more in the video: youtu.be/oJLbTKHB1hE #ELOQUENCE #AI #LLMs #ExplainerVideo

One year ago, we launched the first season of the #ELOQUENCE podcast that explores the fascinating crossroads of large language models and ethical considerations in AI. 🎧 Tune in and explore the full playlist on our YouTube channel: www.youtube.com/watch?v=6J67... #LLM #EthicalAI #MultilingualAI

Did you know that Speech LLMs need ~200h of data to reach Whisper-level performance? 📊 An ELOQUENCE-funded study (FBK) shows that pretraining on English/Spanish boosts results even with just 10–15h in low-resource languages. 📖 Read more 👉 eloquenceai.eu/publications/ #ELOQUENCEAI

✨ELOQUENCE at Interspeech 2025 At this year’s Interspeech, ELOQUENCE showcased cutting-edge research advancing multilingual, trustworthy, and inclusive AI. Read more in our latest blog 👉 eloquenceai.eu/eloquence-at... #ELOQUENCEAI #Interspeech2025 #SpeechTechnology #TrustworthyAI #MultilingualAI

🌍 ELOQUENCE launches a European-wide survey on perceptions, acceptance and acceptability of key AI technologies! 💬 Read more about the survey and its goals in our latest blog post: eloquenceai.eu/eloquence-la... #ELOQUENCEAI #TrustworthyAI #EthicalAI #EUSurvey

✨In this Webcafé session, we talked with Telefónica how AI is entering our homes through smart technologies and how we can ensure these systems are privacy-preserving, trustworthy, multilingual and fair. ▶️ Watch the full session here: youtu.be/fGldCDh7d_Q #ELOQUENCE #AI

🤖 AI Friday Fact: What’s a Loss Function? 📉 Loss function = feedback loop that helps AI learn from its mistakes. ✨Same time next Friday – new AI fact coming your way! #ELOQUENCE #AI #AIFact #FridayFact

📌New ELOQUENCE Explainer Video – Piloting AI: Bringing Research into Real-World Scenarios 🔗Find out more in the video: www.youtube.com/watch?v=YKEB... For more information about ELOQUENCE project visit our website: eloquenceai.eu #ELOQUENCE #ExplainerVideo #Pilots #AI

📢 New ELOQUENCE Publication Alert! Our partners recently released a new study: “Evaluating LLMs for Synthetic Personas Generation: A Comparative Analysis of Personality Representation and Censorship Effects.” 📄 Read the full publication here: eloquenceai.eu/publications/ #ELOQUENCEAI #AIResearch

🌟 Join us TOMORROW for the next ELOQUENCE Webcafé with Telefónica! 🌟 🗓 New Date: 17 October 2025 ⏰ Time: 10:00 (CEST) 📍 Platform: Zoom 📌 Save your spot now: us02web.zoom.us/meeting/regi... #ELOQUENCE #AI #Webcafé #SmartHomes #ArtificialIntelligence #PrivacyPreservingAI

📣Today, we have the honor of announcing our second speaker of the ELOQUENCE Webcafé – David Solans Noguero. 🗓️ Date: October 15 2025 🕐 Time: 10:00 am CEST) 🔗 Link for registration: us02web.zoom.us/meeting/regi... #ELOQUENCEAI #Webcafe #SmartHomes #PrivacyPreservingAI

🎙️ Meet our first guest speaker for the upcoming ELOQUENCE Webcafé on “Smart Homes Meet Privacy-Preserving AI” - Jordi Luque Serrano! 🗓️ Date: October 15 2025 🕐 Time: 10:00 am (CEST) 🔗 Link for registration: us02web.zoom.us/meeting/regi... #ELOQUENCEAI #Webcafe #PrivacyPreservingAI #SmartHome

🤖 Friday Fact: AUC – Area Under the ROC Curve Fact: AUC (Area Under the ROC Curve) measures how well a classifier can distinguish between positive and negative classes across all possible threshold settings. Its value ranges from 0 to 1. #ELOQUENCE #AI #FridayFact #DataScience

🌟 Join us for the next ELOQUENCE Webcafé with Telefónica! 🌟 🗓 Date: 15 October 2025 ⏰ Time: 10:00 (CEST) 📍 Platform: Zoom 📌 Save your spot now: us02web.zoom.us/meeting/regi... Stay tuned – more details about our speakers are coming soon! #ELOQUENCE #AI #Webcafé #SmartHomes

📌Explainability in AI: Making Dialogue Systems Transparent 🎤In this video, Dairazalia Sanchez-Cortes from IDIAP Research Institute, explores the concept of explainability in artificial intelligence. 🔗Find out more in the video: youtu.be/R8bsnOpSsmM #ELOQUENCEAI #ExplainerVideo #LLMs

🍂Kicking Off Autumn with Fresh Updates 📬 Check out our latest ELOQUENCE newsletter! 🔗Read the full newsletter at: eloquenceai.eu/publications/ #ELOQUENCEAI #Newsletter #LLMs #TrustworthyAI #MultilingualAI

🚀 Friday AI Fact A ROC Curve (Receiver Operating Characteristic Curve) is a graphical plot that illustrates the diagnostic ability of a binary classifier system. #ELOQUENCE #FridayFact #AI #MachineLearning #DataScience #AIInsights #ModelEvaluation

🚀 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