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UKP Lab
@ukplab.bsky.social
The Ubiquitous Knowledge Processing Lab researches Natural Language Processing (#NLProc) with a strong emphasis on Large Language Models, Conversational AI & Question Answering | @cs-tudarmstadt.bsky.social · @TUDa.bsky.social

https://www.ukp.tu-darmstadt
Jingcheng (Frank) Niu, current postdoc at UKP co-leading the lab’s interpretability research, presents the group’s contributions and vision for prying open the LLM black box in his talk, “We Owe Language Models an Explanation.” [...]
November 17, 2025 at 10:22 AM
We now welcome @yufanghou.bsky.social, Professor at @ituaustria.bsky.social and visiting professor at UKP, reflecting on her rich collaboration with the UKP Lab. [...]
November 17, 2025 at 10:21 AM
November 17, 2025 at 10:13 AM
November 17, 2025 at 10:13 AM
We’re delighted to have Lucie Flek, Professor at the @unibonn.bsky.social and former UKP member, reflecting on her time at UKP and how openness, freedom and passion yield the best results. [...]
November 17, 2025 at 10:12 AM
We now welcome Edwin Simpson, Senior Lecturer at the @bristoluni.bsky.social and a former member of UKP. He walks through his work on a range of methods that address messy human data ...
November 17, 2025 at 10:01 AM
We’re excited to welcome another UKP alum: Johannes Daxenberger, Co-Founder and Managing Director at summetix (ArgumenText). His recent work challenges traditional classification-based approaches and brings ...
November 17, 2025 at 9:58 AM
Another accomplished UKP alum, Christian Meyer, now a data scientist at SCHUFA and co-founder of HESCOM-Software, looks back on his long journey in summarization and knowledge engineering in his talk: “From Dictionary to Interactive Summary: A Retrospective of My Time at the UKP Lab.”
November 17, 2025 at 9:51 AM
🧭 “𝗧𝗵𝗲 𝗽𝗮𝘀𝘁, 𝗽𝗿𝗲𝘀𝗲𝗻𝘁 𝗮𝗻𝗱 𝗳𝘂𝘁𝘂𝗿𝗲 𝗼𝗳 𝘁𝗵𝗲 𝗨𝗞𝗣 𝗟𝗮𝗯” - 𝗪𝗼𝗿𝗸𝘀𝗵𝗼𝗽 𝗶𝗻 𝗖𝗮𝗺𝗯𝗿𝗶𝗱𝗴𝗲
Today, members of the international UKP Lab community gather in Cambridge to reflect on the Lab’s journey over the past two decades and to exchange perspectives on what lies ahead for NLP research.

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November 17, 2025 at 8:08 AM
Stay tuned as Krish shares insights into his work, his career journey, and how his time at UKP Lab influenced his path.

#NLProc #AI #AgenticAI #UKPLab #Copilot #MachineLearning #TechLeadership #StartupJourney #ComputationalLinguistics
November 13, 2025 at 8:39 AM
Today at #Microsoft, Krish works at the frontier of Agentic AI, helping shape the next generation of intelligent systems designed to reason, plan, and collaborate more effectively with users.
November 13, 2025 at 8:39 AM
After completing his Master’s degree at the University of Toronto, Krish joined Samsung Research as a Senior Research Engineer. In 2020, he co-founded Cedience and gaining hands-on experience in leadership and startup acceleration programs such as Techstars and the Creative Destruction Lab.
November 13, 2025 at 8:39 AM
Krish’s journey into NLP began at the UKP Lab, where he worked as a Research Assistant With the mentorship of Iryna Gurevych, Johannes Daxenberger, and Christian Stab, he developed the research and engineering foundations that later guided his steps into advanced AI roles and technical leadership.
November 13, 2025 at 8:39 AM
𝗙𝗿𝗼𝗺 𝘀𝘁𝗮𝗿𝘁𝘂𝗽 𝗳𝗼𝘂𝗻𝗱𝗲𝗿 𝘁𝗼 𝗦𝗲𝗻𝗶𝗼𝗿 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝘁𝗶𝘀𝘁 𝗮𝘁 𝗠𝗶𝗰𝗿𝗼𝘀𝗼𝗳𝘁 🚀

In this edition of Spotlight on UKP Lab Alumni, we’re featuring Krish Perumal, now a Senior Data Scientist at Microsoft, where he works on applied research in Agentic AI for Microsoft Copilot Studio.
November 13, 2025 at 8:39 AM
𝗜𝗿𝘆𝗻𝗮 𝗚𝘂𝗿𝗲𝘃𝘆𝗰𝗵 𝘁𝗼 𝗴𝗶𝘃𝗲 𝘁𝗵𝗲 𝟮𝟬𝟮𝟱 𝗠𝗶𝗹𝗻𝗲𝗿 𝗣𝗿𝗶𝘇𝗲 𝗟𝗲𝗰𝘁𝘂𝗿𝗲 𝗮𝘁 𝘁𝗵𝗲 𝗥𝗼𝘆𝗮𝗹 𝗦𝗼𝗰𝗶𝗲𝘁𝘆
We are excited to announce that on 17 November @royalsociety.org will host @igurevych.bsky.social as she gives the Milner Prize Lecture. Her lecture 𝘏𝘰𝘸 𝘵𝘰 𝘚𝘱𝘰𝘵 𝘢𝘯𝘥 𝘋𝘦𝘣𝘶𝘯𝘬 𝘔𝘪𝘴𝘭𝘦𝘢𝘥𝘪𝘯𝘨 𝘊𝘰𝘯𝘵𝘦𝘯𝘵 will also be streamed online.
November 12, 2025 at 7:57 AM
📰 𝗙𝗔𝗭 𝗮𝗿𝘁𝗶𝗰𝗹𝗲 𝗯𝘆 𝗜𝗿𝘆𝗻𝗮 𝗚𝘂𝗿𝗲𝘃𝘆𝗰𝗵 𝗮𝗻𝗱 𝗜𝗿𝗶𝗻𝗮 𝗕𝗶𝗴𝗼𝘂𝗹𝗮𝗲𝘃𝗮

The @faznet.bsky.social has published an article by Prof. @igurevych.bsky.social and Irina Bigoulaeva that offers a concise look at where large language models stand today.

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November 7, 2025 at 9:05 AM
📝 𝗪𝗵𝗮𝘁 𝗮𝘀𝗽𝗲𝗰𝘁𝘀 𝗱𝗼 𝗿𝗲𝘃𝗶𝗲𝘄𝗲𝗿𝘀 𝗳𝗼𝗰𝘂𝘀 𝗼𝗻 𝗶𝗻 𝗽𝗲𝗲𝗿 𝗿𝗲𝘃𝗶𝗲𝘄𝘀?
UKP Lab researchers present a framework for automated aspect analysis that helps to understand how reviewers evaluate papers by identifying criteria such as 𝗡𝗼𝘃𝗲𝗹𝘁𝘆, 𝗦𝗼𝘂𝗻𝗱𝗻𝗲𝘀𝘀, or 𝗗𝗮𝘁𝗮𝘀𝗲𝘁 𝘃𝗮𝗹𝗶𝗱𝗶𝘁𝘆.

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November 4, 2025 at 10:49 AM
𝗧𝗶𝗿𝗲𝗱 𝗼𝗳 𝘆𝗼𝘂𝗿 𝗔𝗜 𝗮𝗴𝗲𝗻𝘁 𝗺𝗮𝗸𝗶𝗻𝗴 𝗺𝗮𝗻𝘆 𝗲𝗿𝗿𝗼𝗿𝘀?
➡️ We’ve got the solution!

Meet 𝗦𝗘𝗘𝗘𝗗 🌱 — a framework for 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗲𝗱 𝗘𝗿𝗿𝗼𝗿 𝗗𝗶𝘀𝗰𝗼𝘃𝗲𝗿𝘆 in conversational AI.

🧩 SEEED detects both 𝗸𝗻𝗼𝘄𝗻 𝗮𝗻𝗱 𝗽𝗿𝗲𝘃𝗶𝗼𝘂𝘀𝗹𝘆 𝘂𝗻𝘀𝗲𝗲𝗻 𝗲𝗿𝗿𝗼𝗿 𝘁𝘆𝗽𝗲𝘀, and even 𝗴𝗲𝗻𝗲𝗿𝗮𝘁𝗲𝘀 𝗱𝗲𝗳𝗶𝗻𝗶𝘁𝗶𝗼𝗻𝘀 for newly discovered ones.

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November 3, 2025 at 7:31 AM
🤖 𝗛𝗼𝘄 𝗰𝗮𝗻 𝘄𝗲 𝘀𝘁𝗼𝗽 𝗔𝗜 𝗮𝗴𝗲𝗻𝘁𝘀 𝗳𝗿𝗼𝗺 𝘁𝗮𝗸𝗶𝗻𝗴 𝘁𝗵𝗲 𝘄𝗿𝗼𝗻𝗴 𝗮𝗰𝘁𝗶𝗼𝗻—𝙗𝙚𝙛𝙤𝙧𝙚 𝙞𝙩 𝙝𝙖𝙥𝙥𝙚𝙣𝙨?
Imagine your shopping agent accidentally buying something expensive you didn’t want! 💸 #InferAct keeps your AI agents reliable and safe by rectifying misaligned actions 𝗯𝗲𝗳𝗼𝗿𝗲 they occur🧠✅

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October 31, 2025 at 9:47 AM
🎙️ “𝗙𝗿𝗼𝗺 𝗔𝗹𝗴𝗼𝗿𝗶𝘁𝗵𝗺𝘀 𝘁𝗼 𝗜𝗻𝘁𝘂𝗶𝘁𝗶𝗼𝗻 – 𝗪𝗵𝗮𝘁 𝗔𝗜 𝗖𝗮𝗻 𝗟𝗲𝗮𝗿𝗻 𝗳𝗿𝗼𝗺 𝗛𝘂𝗺𝗮𝗻 𝗥𝗲𝗮𝘀𝗼𝗻𝗶𝗻𝗴”
Prof. @igurevych.bsky.social, Director of the UKP Lab at @tuda.bsky.social and Academic Fellow of the @zuseschooleliza.bsky.social, took part in an interdisciplinary panel at the #DAAD Zuse Schools Herbst Event 2025.

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October 30, 2025 at 1:53 PM
𝗪𝗵𝗲𝗻 𝗮𝗻 𝗟𝗟𝗠’𝘀 𝗼𝘄𝗻 𝗹𝗼𝗴𝗶𝗰 𝗯𝗲𝗰𝗼𝗺𝗲𝘀 𝗶𝘁𝘀 𝗯𝗶𝗴𝗴𝗲𝘀𝘁 𝘄𝗲𝗮𝗸𝗻𝗲𝘀𝘀 😧

Researchers at UKP Lab introduce #POATE, a jailbreak technique that exploits contrastive reasoning to bypass safety mechanisms in large language models.

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October 30, 2025 at 8:43 AM
🤝 𝗦𝗲𝗻𝘁𝗲𝗻𝗰𝗲 𝗧𝗿𝗮𝗻𝘀𝗳𝗼𝗿𝗺𝗲𝗿𝘀 𝗷𝗼𝗶𝗻𝘀 𝗛𝘂𝗴𝗴𝗶𝗻𝗴 𝗙𝗮𝗰𝗲
Originally developed at the UKP Lab at @tuda.bsky.social, Sentence Transformers has become one of the world’s most widely used open-source libraries for semantic embeddings in natural language processing.

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October 22, 2025 at 2:08 PM
🚀 Apply now for a PhD with the new RAI – Reasonable Artificial Intelligence Cluster of Excellence!
Join top German universities exploring Active, Challenging, Observational & Systemic AI.

💡 Deadline: Nov 16, 2025
🔗 hessian.ai/projects/rea...

#AI #PhD #Research #MachineLearning #Germany
October 21, 2025 at 12:55 PM
🚀 New paper out in TMLR!
“Illusion or Algorithm? Investigating Memorization, Emergence, and Symbolic Processing in In-Context Learning”

📃 Paper: openreview.net/forum?id=10Q...
💻 Code: github.com/UKPLab/tmlr2...
October 15, 2025 at 7:59 AM
🧠 AI with Confidentiality: A Privacy Roadmap for Mental Health
New publication in Nature Computational Science ✨

Mental health data is among the most sensitive information people share. How can AI support diagnosis and therapy without compromising privacy?
October 13, 2025 at 12:12 PM