TRR 318 Constructing Explainability

We are leaving X 👋 Thanks for following, liking and commenting over the last years 💙 You can still be updated here: Website: trr318.uni-paderborn.de/en/ LinkedIn: linkedin.com/company/985689… YouTube: youtube.com/channel/UCwp8-… Instagram: Coming soon 👀

In an interview, TRR 318 researcher Professor Britta Wrede highlights the need for transparent and explainable #AI. She emphasizes the importance of TRR 318 research on #XAI to ensure trustworthy #AI. 🤖 ➡️das-kommt-aus-bielefeld.de/von-der-forsch…

New paper “What you need to know about a learning robot: Identifying the enabling architecture of complex systems“, from TRR researchers, explores how to make #AI and robotics more understandable without overwhelming non-expert users with details.📚 ➡️sciencedirect.com/science/articl…

📢The latest newsletter issue “ChatGPT in Focus & Insights from our Public Talks” is out! Find out more about the public talks on social factors in #ChatGPT use, interactions with #AI chatbots and interesting news!🤖 ➡️To the newsletter: trr318.uni-paderborn.de/en/media/newsl…

Can #AI explain #AI? 🤖 Nils Klowait (subproject Ö) and colleagues have published a new paper on this topic. 📰The paper examines how advanced #AI can be used to help people understand complex #AI systems. ➡️Read the paper: pub.uni-bielefeld.de/record/2987033

Prof. Dr. Katharina Rohlfing, speaker of TRR 318, was featured on the podcast "Autonomie & Algorithmen". She discusses #AI systems' self-explanation, focusing on trust and co-construction. 🎙️ ➡️Listen to the episode here: podcasts.apple.com/de/podcast/wen…

Missed the public talk by @hbuschme on #AI and trust? 📽️You can now watch the recording online! Discover the relationship between users and #AI chatbots how #AI "hallucinations" affect trust. ➡️Watch it here: trr318.uni-paderborn.de/en/

TRR associate junior research group leader @ChrstSchulz will give a lecture at the University of North Carolina on Sept 13. He'll explore the "Mental Models Dilemma" and advocate for #AI systems that better reflect user diversity. 🤖 trr318.uni-paderborn.de/en/news-item/v…

@ChrstSchulz will give a lecture at an interdisciplinary workshop at the University of North Carolina on Sept 13. He'll explore the "Mental Models Dilemma" and advocate for #AI systems that better reflect user diversity for more socially aware #AI. 🤖 trr318.uni-paderborn.de/en/news-item/v…

📢We would like to announce the next lecture in our “Robust AI” series: On Wednesday, August 28 at 4:15pm, Kacper Sokol will speak on “Naturalistic Explainable AI for Clinical Reasoning Support Systems”.🧑‍💻 Come along or join us online.🤩➡️More info here: sail.nrw/events/

At ICP 2024 in Prague, Prof. Dr. Heike M. Buhl and Prof. Dr. Ingrid Scharlau organized a symposium on the co-constructive nature of explaining.👥 They explored how metaphors and the dynamics between explainers and addressees shape learning. trr318.uni-paderborn.de/en/news-item/k…

Excited to announce Prof. Dr. Petra Wagner @unibielefeld and @trr_318 as a keynote speaker at #MMSYM2024 in Frankfurt! 🌟 Her talk will cover dynamic adaptation in communication based on multimodal feedback. 📅 25-27 Sept 2024 trr318.uni-paderborn.de/en/news-item/p…

Exciting news! We're thrilled to announce that @NgongaAxel has joined the @HNI_PB Executive Board.🥳 The HNI is an interdisciplinary research institute focused on intelligent technical systems, and we're proud that DICE is now one of its worksgroups.🤩🤝hni.uni-paderborn.de/en/message/pro…

Dominik Battefeld (@trr_318 Project C05) will present our research on how to reveal dynamic reasoning trajectories of medical experts in diagnostic decisions at #CogSci2024 in Rotterdam.

📚 @t_matzner's book "Algorithms: Technology, Culture, Politics" bridges technical details with cultural and political issues. It addresses bias, responsibility, and modern technologies such as self-driving cars and GPT. trr318.uni-paderborn.de/en/news-item/p…

✨New Shapley Interaction paper to be presented at @icmlconf'24! If you like KernelSHAP you will love KernelSHAP-IQ. @XAI_Research from @trr_318 📘openreview.net/forum?id=d5jXW… 👥@FumagalliFabian @Muschalik_Max Patrick Kolpaczki @eyke_hu Barbara Hammer Check out the 🧵below.

Our TRR researchers @StefanLazarov12 (A02) & Josephine B. Fisher (A01) will present their work at #CogSci2024 in Rotterdam! 🌍 Join us for insightful discussions on gesture deixis & adaptive explanations! #CognitiveScience #Research #trr_318 trr318.uni-paderborn.de/en/news-item/f…

Congratulations to Helen Beierling (B05) from #trr_318 for winning the Best Student Paper Award at the #RSS Conference in Delft! 🎉Her research on enhancing #human-robot collaboration through flexible input mechanisms is pushing #robotics forward. 🤖 trr318.uni-paderborn.de/en/news-item/h…

Happy to announce that our paper "Measuring User Understanding in Dialogue-based XAI Systems" has been accepted at #ECAI2024. This is the 1st work measuring model understanding in a dialogue XAI setting, showing that it outperforms static explanations. @unibielefeld @citec_agsc

The XAI Conference 2024 will take place from 17-19 July in Malta and our researchers will be part of it! 🤖 Olesja Lammert (A03), Michael Erol Schaffer (A04) and Felix Liedeker (C05) will present their publications.📚💡 trr318.uni-paderborn.de/en/news-item/f…