🎉 𝗨𝗞𝗣 𝗟𝗮𝗯 𝗮𝘁 𝗘𝗔𝗖𝗟 𝟮𝟬𝟮𝟲 🌍 We are pleased to share that researchers from the UKP Lab and their collaborators will present 𝟵 𝗽𝗮𝗽𝗲𝗿𝘀 𝗮𝘁 𝘁𝗵𝗲 𝗠𝗮𝗶𝗻 𝗖𝗼𝗻𝗳𝗲𝗿𝗲𝗻𝗰𝗲 at the #EACL2026, one of the leading international conferences in #NLP and #CL, bringing together research from across Europe and beyond.

🎤 Prof. Iryna Gurevych, Distinguished Professor at the National Center for Cybersecurity @athenecenter.bsky.social and Director of the UKP Lab at @tuda.bsky.social, delivered a keynote on “How to Make AI-Native Internet Content Secure? Coping with Synthetic and Misleading Data.”

🚀 𝗟𝗮𝘁𝗲𝘀𝘁 𝗣𝗲𝗲𝗿 𝗥𝗲𝘃𝗶𝗲𝘄 𝗗𝗮𝘁𝗮𝘀𝗲𝘁 𝗥𝗲𝗹𝗲𝗮𝘀𝗲 𝗳𝗿𝗼𝗺 𝗔𝗥𝗥 𝟮𝟬𝟮𝟱! tudatalib.ulb.tu-darmstadt.de/handle/tudat... 📊 𝗙𝗶𝗿𝘀𝘁-𝘁𝗶𝗺𝗲 𝗥𝗲𝗹𝗲𝗮𝘀𝗲: 𝗘𝗠𝗡𝗟𝗣 𝟮𝟬𝟮𝟰 𝗡𝗼𝗻-𝗔𝗰𝗰𝗲𝗽𝘁𝗲𝗱 𝗦𝘂𝗯𝗺𝗶𝘀𝘀𝗶𝗼𝗻𝘀: ✅ 𝟯𝗸 papers ✅ 𝟱𝟬𝟬 reviews ✅ 𝟭𝟳𝟱 meta-reviews ✅ 𝟯𝟮𝟵 papers with rebuttals

✨ 𝗔 𝘄𝗮𝗿𝗺 𝘄𝗲𝗹𝗰𝗼𝗺𝗲 𝘁𝗼 𝗼𝘂𝗿 𝗻𝗲𝘄 𝗣𝗵𝗗 𝘀𝘁𝘂𝗱𝗲𝗻𝘁, 𝗗𝗮𝘀𝗵𝗮 𝗛𝗿𝘆𝗵𝗼𝗿𝘆𝗲𝘃𝗮 We’re very happy to welcome Dasha Hryhoryeva as a new PhD student at the UKP Lab. Her research focuses on AI for Mental Health and AI for Social Good, with current work on emotion prediction using large language models. (1/🧵)

🎄INCEpTION 39.0 is available. 💫 New activity overview for project managers, export annotations directly from the workload management, improved explorer, bulk-deactivation of accounts, ... and more! github.com/inception-pr... #inceptiontap #opensource #textannotation

💻 𝗪𝗲𝗹𝗰𝗼𝗺𝗲 𝘁𝗼 𝘁𝗵𝗲 𝗨𝗞𝗣 𝗟𝗮𝗯, 𝗕𝗵𝗮𝘃𝘆𝗮𝗷𝗲𝗲𝘁 𝗦𝗶𝗻𝗴𝗵! We’re happy to welcome Bhavyajeet Singh as a new PhD student at the UKP Lab. He recently joined the LLMs for Security project, which is part of the ATHENE Center for Cybersecurity, and works on using large language models to generate secure code. (1/🧵)

🔐 𝗞𝗲𝘆𝗻𝗼𝘁𝗲 𝗯𝘆 𝗜𝗿𝘆𝗻𝗮 𝗚𝘂𝗿𝗲𝘃𝘆𝗰𝗵 𝗮𝘁 𝗥𝗼𝗮𝗱𝗺𝗮𝗽 𝘁𝗼 𝗜𝗻𝘁𝗲𝗿𝗻𝗲𝘁 𝗦𝗲𝗰𝘂𝗿𝗶𝘁𝘆 𝟮𝟬𝟮𝟱 We are pleased to share that Prof. @igurevych.bsky.social, Distinguished Professor at the @athenecenter.bsky.social and Director of the UKP Lab at @tuda.bsky.social, will deliver a keynote at the ATHENE event ...

🌐 𝗩𝗶𝘀𝗶𝘁𝗶𝗻𝗴 𝗣𝗿𝗼𝗳𝗲𝘀𝘀𝗼𝗿 𝗮𝘁 𝘁𝗵𝗲 𝗨𝗞𝗣 𝗟𝗮𝗯: 𝗬𝘂𝗲 𝗙𝗲𝗻𝗴 We are pleased to host Asst. Prof. Yue Feng (University of Birmingham) as a visiting professor at the @ukplab.bsky.social.

🛡️ 𝗪𝗲 𝗮𝗿𝗲 𝗵𝗶𝗿𝗶𝗻𝗴 𝗳𝗼𝗿 𝘁𝗵𝗲 𝗻𝗲𝘄 𝗛𝗔𝗜𝗖𝗖 𝗽𝗿𝗼𝗷𝗲𝗰𝘁 𝗮𝘁 𝗔𝗧𝗛𝗘𝗡𝗘 Do not miss the opportunity for groundbreaking science and get a chance to work together with an amazing diverse team of leading researchers! (1/🧵)

𝗧𝗵𝗲𝘀𝗶𝘀 𝗗𝗮𝘆 𝗮𝘁 𝘁𝗵𝗲 𝗨𝗞𝗣 𝗟𝗮𝗯 🎓 In the summer semester 2025, the UKP Lab accepted its largest cohort of thesis students to date, with more than 20 students. The group came together yesterday for a full-day workshop to present and discuss their final thesis work. (1/🧵)

🏅 𝗥𝗼𝘆𝗮𝗹 𝗦𝗼𝗰𝗶𝗲𝘁𝘆 𝗠𝗶𝗹𝗻𝗲𝗿 𝗔𝘄𝗮𝗿𝗱 𝟮𝟬𝟮𝟱 𝗳𝗼𝗿 𝗜𝗿𝘆𝗻𝗮 𝗚𝘂𝗿𝗲𝘃𝘆𝗰𝗵 Yesterday evening, Iryna Gurevych was honoured by @royalsociety.org with the 𝗠𝗶𝗹𝗻𝗲𝗿 𝗔𝘄𝗮𝗿𝗱 𝗮𝗻𝗱 𝗟𝗲𝗰𝘁𝘂𝗿𝗲 𝟮𝟬𝟮𝟱, one of the most prestigious distinctions in computer science.

𝗧𝗵𝗲 𝘀𝗵𝗼𝘄 𝗴𝗼𝗲𝘀 𝗼𝗻 𝘁𝗼𝗱𝗮𝘆 𝗶𝗻 𝗟𝗼𝗻𝗱𝗼𝗻 After a productive first day, the UKP Lab continues its visit with a stop at The Alan Turing Institute. 🕙 Time: 10:00–12:00, 18 November 📍 Venue: Alan Turing Institute, British Library

🧭 “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. (1/🧵)

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.

Misleading content can be both hard to spot and dangerous. But how can we identify and debunk it? Join Professor Iryna Gurevych for the free Milner Prize Lecture on 17 November as she explores: https://royalsociety.org/science-events-and-lectures/2025/11/how-to-spot-and-debunk-misleading-content/

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.

📰 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. (1/🧵)

📝 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. (1/🧵)

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. (1/🧵)

🤖 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🧠✅ (1/🧵)

🎙️ “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. (1/🧵)

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. (1/🧵)

🚀 𝗝𝗼𝗶𝗻 𝘁𝗵𝗲 𝗭𝘂𝘀𝗲 𝗦𝗰𝗵𝗼𝗼𝗹 𝗘𝗟𝗜𝗭𝗔 𝗶𝗻 𝗗𝗮𝗿𝗺𝘀𝘁𝗮𝗱𝘁! Interested in world-class research? Please apply and indicate your interest to join the team of @ukplab.bsky.social at @tuda.bsky.social, led by Prof. @igurevych.bsky.social. 🔗 www.tu-darmstadt.de/forschen/for... 📍 Location: Darmstadt 🗓️ Start: 01.01.2026

🤝 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. (1/🧵)

🚀 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

🚀 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...

🧠 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?

🚀 𝗟𝗮𝘁𝗲𝘀𝘁 𝗣𝗲𝗲𝗿 𝗥𝗲𝘃𝗶𝗲𝘄 𝗗𝗮𝘁𝗮𝘀𝗲𝘁 𝗥𝗲𝗹𝗲𝗮𝘀𝗲 𝗳𝗿𝗼𝗺 𝗔𝗥𝗥 𝟮𝟬𝟮𝟱! tudatalib.ulb.tu-darmstadt.de/handle/tudat... 📊 𝗡𝗲𝘄𝗹𝘆 𝗮𝗱𝗱𝗲𝗱 𝗔𝗖𝗟 𝟮𝟬𝟮𝟱 𝗱𝗮𝘁𝗮: ✅ 𝟮𝗸 papers ✅ 𝟮𝗸 reviews ✅ 𝟴𝟰𝟵 meta-reviews ✅ 𝟭.𝟱𝗸 papers with rebuttals (1/🧵)

✨ Exciting news from the #QNLP Conference 2025 in Bloomington, Indiana! @akatief.bsky.social gave a talk on “An Efficient Quantum Classifier Based on Hamiltonian Representations” — exploring how quantum computing can open new frontiers for natural language processing. (1/🧵)

👉 Interested in working on AI for mental health? This is a 𝗺𝘂𝘀𝘁-𝗿𝗲𝗮𝗱 𝘀𝗶𝗻𝗰𝗲 𝘁𝗵𝗲 𝗱𝗮𝘁𝗮 𝗮𝘃𝗮𝗶𝗹𝗮𝗯𝗶𝗹𝗶𝘁𝘆 𝗶𝘀 𝗮 𝗺𝗮𝗷𝗼𝗿 𝗯𝗼𝘁𝘁𝗹𝗲𝗻𝗲𝗰𝗸! Our survey maps the mental health dataset landscape, covering a wide range of disorders, tasks, modalities, accessibility, synthetic data, and cultural reach. (1/🧵)

🚀 𝗞𝗲𝘆𝗻𝗼𝘁𝗲 𝗯𝘆 𝗣𝗿𝗼𝗳. 𝗜𝗿𝘆𝗻𝗮 𝗚𝘂𝗿𝗲𝘃𝘆𝗰𝗵 𝗶𝗻 𝗟𝗷𝘂𝗯𝗹𝗷𝗮𝗻𝗮 Prof. @igurevych.bsky.social, Head of the UKP Lab, is giving a keynote today at the 28th International Conference on Discovery Science 2025 in Ljubljana.

🚀 We’re excited to continue our 𝘚𝘱𝘰𝘵𝘭𝘪𝘨𝘩𝘵 𝘰𝘯 𝘜𝘒𝘗 𝘓𝘢𝘣 𝘈𝘭𝘶𝘮𝘯𝘪 series with Yang Gao, now a Research Scientist at #Google #DeepMind, where he works on the Google #Gemini language models. (1/🧵)

🔁 Prof. Iryna Gurevych, Director of the UKP Lab at TU Darmstadt, is featured in this ATHENE video portrait. 🎥 The video (in German) introduces her research on disinformation and cognitive security, where methods from #NLP intersect with questions of #cybersecurity. ⬇️ Watch the video portrait here

Fail to utilize LLM-as-a-judge systems for evaluating expert writing tasks?🤔 They often don’t know what to judge (missing expert criteria) and don’t know how to judge (lacking structured evaluation). In our new paper, we integrate task-specific criteria with expert preferences. 🚀 (1/🧵)

🎉 𝗨𝗞𝗣 𝗟𝗮𝗯 𝗮𝘁 𝗘𝗠𝗡𝗟𝗣 𝟮𝟬𝟮𝟱 𝗶𝗻 𝗦𝘂𝘇𝗵𝗼𝘂 Researchers from the UKP Lab at @tuda.bsky.social and their collaborators celebrate the acceptance of 9 papers in the Main Conference and 1 paper in Findings at #EMNLP2025 in Suzhou. Here is the full list of accepted papers 🔎

𝗪𝗲 𝗻𝗲𝗲𝗱 𝗯𝗲𝘁𝘁𝗲𝗿 𝘄𝗮𝘆𝘀 𝘁𝗼 𝗰𝗮𝗽𝘁𝘂𝗿𝗲 𝘀𝗰𝗶𝗲𝗻𝘁𝗶𝗳𝗶𝗰 𝗶𝗺𝗽𝗮𝗰𝘁! 📚 Citation counts miss the full story - but what if we could summarize how a paper was praised, critiqued, and rediscovered retrospectively over time? 🔍 Truly understanding impact requires an analysis of the 𝗰𝗼𝗻𝘁𝗲𝘅𝘁 𝗼𝗳 𝗰𝗶𝘁𝗮𝘁𝗶𝗼𝗻𝘀 📝. (1/🧵)

🔍 "𝗔𝗜 𝘀𝗵𝗼𝘂𝗹𝗱 𝗲𝗺𝗽𝗼𝘄𝗲𝗿 𝗽𝗲𝗼𝗽𝗹𝗲, 𝗻𝗼𝘁 𝗿𝗲𝗽𝗹𝗮𝗰𝗲 𝘁𝗵𝗲𝗺" In a recent interview with 𝗗𝗶𝗲 𝗥𝗵𝗲𝗶𝗻𝗽𝗳𝗮𝗹𝘇, @igurevych.bsky.social, Director of the UKP Lab at @tuda.bsky.social, shared her perspective on the capabilities and limitations of #GPT-5 and the ongoing AI race. 📄 www.rheinpfalz.de/wirtschaft_a... (1/🧵)

🔍 𝗛𝗼𝘄 𝗿𝗲𝗹𝗶𝗮𝗯𝗹𝗲 𝗮𝗿𝗲 𝗔𝗜 𝗯𝗲𝗻𝗰𝗵𝗺𝗮𝗿𝗸𝘀? Prof. Dr. @igurevych.bsky.social (@athenecenter.bsky.social Distinguished Professor, @tuda.bsky.social / @ukplab.bsky.social) contributed to the latest @sciencemediacenter.de briefing on how benchmarks can — and cannot — measure AI model performance (1/🧵)

𝗧𝗵𝗿𝗼𝘄𝗯𝗮𝗰𝗸 𝘁𝗼 #ACL2025 𝗶𝗻 𝗯𝗲𝗮𝘂𝘁𝗶𝗳𝘂𝗹 𝗩𝗶𝗲𝗻𝗻𝗮 🍰✨ The UKP Lab had a fantastic time at this year’s #ACL. Our team presented a total of 𝟭𝟬 𝗽𝗮𝗽𝗲𝗿𝘀 in the Main and Findings tracks and 𝟮 𝗧𝗔𝗖𝗟 journal papers, sharing our latest research with the global #NLP community.

We are happy to announce that our colleague Jingcheng Niu has received an Outstanding Paper award at #ACL2025! Congratulations 🎉🎉🎉 📄 Paper: arxiv.org/abs/2505.09338

UKP is at #ACL2025 in Vienna! Meet @igurevych.bsky.social, our postdocs, and our PhD students, and be sure to check out their posters 🎉 More information about our ACL and TACL papers below ⬇️

Can LLMs generate explanations for datasets without such annotations? 🧠 We tested model explanations across 19 datasets (NLI, fact-checking, hallucination detection) to see how well they self-rationalize on completely unseen data. #LLMs #Explainability #ACL2025 #TACL

🌍🌎🌏 Culture is more than language. We organize cultural NLP with a new taxonomy—spanning the ideational, linguistic, and social dimensions of culture. We analyze 127+ papers to uncover the research gaps. Let’s build language technologies that work for everyone. 💬🗺️🎭🤝 (1/🧵) #CulturalNLP #ACL2025

𝗡𝗲𝗼𝗤𝗔: A benchmark for evidence-based question answering with generated news events. Unlike traditional datasets, NeoQA constructs fictional timelines, ensuring LLMs must reason exclusively over retrieved evidence. (1/🧵)

🔍 𝗛𝗼𝘄 𝗰𝗮𝗻 𝘄𝗲 𝗮𝗻𝗼𝗻𝘆𝗺𝗶𝘇𝗲 𝘁𝗲𝘅𝘁 𝘀𝗼 𝗟𝗟𝗠𝘀 𝗰𝗮𝗻’𝘁 𝗿𝗲-𝗶𝗱𝗲𝗻𝘁𝗶𝗳𝘆 𝘀𝗲𝗻𝘀𝗶𝘁𝗶𝘃𝗲 𝗶𝗻𝗳𝗼𝗿𝗺𝗮𝘁𝗶𝗼𝗻 — 𝘄𝗵𝗶𝗹𝗲 𝗽𝗿𝗲𝘀𝗲𝗿𝘃𝗶𝗻𝗴 𝘂𝘁𝗶𝗹𝗶𝘁𝘆 𝗳𝗼𝗿 𝗱𝗼𝘄𝗻𝘀𝘁𝗿𝗲𝗮𝗺 𝘁𝗮𝘀𝗸𝘀? 🚀 𝗪𝗲 𝗶𝗻𝘁𝗿𝗼𝗱𝘂𝗰𝗲 𝗥𝗨𝗣𝗧𝗔: 𝗥𝗼𝗯𝘂𝘀𝘁 𝗨𝘁𝗶𝗹𝗶𝘁𝘆-𝗣𝗿𝗲𝘀𝗲𝗿𝘃𝗶𝗻𝗴 𝗧𝗲𝘅𝘁 𝗔𝗻𝗼𝗻𝘆𝗺𝗶𝘇𝗮𝘁𝗶𝗼𝗻. (1/🧵)

🤔 What is #NLP research 𝘳𝘦𝘢𝘭𝘭𝘺 about? We analyzed 29k+ papers to find out! 📚🔍 📌 Our NLPContributions dataset, from the ACL Anthology, reveals what authors actually contribute—artifacts, insights, and more. 📈 Trends show a swing back towards language & society. Curious where you fit in? (1/🧵)

📚 Long-form QA is a challenge - - responses are long, errors are subtle & varied 🧠 LLMs don't just hallucinate; they give incomplete answers, cite wrong sources, or misunderstand questions. (1/🧵)

🧑‍🔬 Ever wondered what goes through a peer reviewer's mind? Can LLMs actually think like academic reviewers? 𝗦𝗧𝗥𝗜𝗖𝗧𝗔 (Structured Reasoning in Critical Text Assessment) has the answer 🧵 🔗Project: ukplab.github.io/acl2025-stri... 📄 Paper: arxiv.org/pdf/2409.05367 💻 Code: github.com/UKPLab/acl20...

Multilingual sentence encoders face conflicting demands — not only across languages, but also between monolingual and cross-lingual tasks. Optimizing for one language or task type can degrade performance in others.

🚨 𝗠𝘂𝗹𝘁𝗶𝗺𝗼𝗱𝗮𝗹 𝗟𝗟𝗠𝘀 𝗔𝗿𝗲 𝗡𝗢𝗧 𝗦𝗮𝗳𝗲 𝗬𝗲𝘁! 🚨 Our latest research uncovers a 𝘂𝗻𝗶𝘃𝗲𝗿𝘀𝗮𝗹 𝗷𝗮𝗶𝗹𝗯𝗿𝗲𝗮𝗸 𝗺𝗲𝘁𝗵𝗼𝗱 for vision/audio-language models — and it doesn’t even need text! 😱 📢 (1/🧵)