Dominik Stammbach
@dominsta_nlp
NLP postdoc at @PrincetonCITP, previously @eth_cle
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🚨CITP is hiring for the 2026 academic year. The list of advisors is now available! blog.citp.princeton.edu/2025/11/06/cit… ▶️ Postdocs ▶️ Visiting Professor ▶️ Visiting Professional ▶️ Emerging Scholars @TheOfficialACM @ASAnews @ASPA @APSAtweets @EPrinceton @PrincetonCS @princetonideas
We’ve been pushing hard on AI for public good. One example: partnering with @CourtListener to launch accessible legal semantic search! Many more cool AI projects ahead aimed at improving access to justice.
🚀 CourtListener Semantic Search API is live, congrats to the @courtlistener team! Proud to have contributed to the API with @PeterHndrsn and excited to see what people build with it
CITP is now accepting applications for the 2026–27 Fellows Program. We're looking for the following: ➡️Postdoctoral Research Associate ➡️Visiting Research Scholar (Visiting Professional) ➡️Microsoft Visiting Research Scholar (Visiting Professor) Apply: citp.princeton.edu/news/2025/now-…
📣 New Preprint! Have you ever wondered what the political content in LLM's training data is? What are the political opinions expressed? What is the proportion of left- vs right-leaning documents? Do they correlate with the political biases reflected in models?
Thanks for having me, looking forward to DMAIL 2025!
🎯 Exciting keynote announcement for DMAIL 2025! We're thrilled to have @dominsta_nlp from @Princeton's @PrincetonCITP and POLARIS Lab delivering a keynote on the topic of Real-world Legal Search for Public Defenders at our workshop! 🧵 1/5
📢 Tomorrow, July 31st at 9am starts the 2nd ClimateNLP workshop in Room 2.17, Austria Center Vienna Very excited!!
📢 Exciting News: Announcing our fantastic line up of keynote speakers for ClimateNLP 2025! 🎙 @NaomiOreskes, Harvard University 🌱 Frida Berry Eklund, Klimatkollen 📊 Emily Kormanyos, Deutsche Bundesbank 🌿 @RuthLSchmidt, GIZ
Really excited about our recent large collaboration work on NLP for Social Good. The work stems from our discussions at the @NLP4PosImpact Workshop at #EMNLP2024 @emnlpmeeting. Thanks to all our awesome collaborators, workshop attendees and all supporters!
Our tracker of “hallucinated” or nonexistent citations in real-world legal contexts has reached over 140 cases across the world. There’s a notable spike in the last 6 months. 📈📈📈
🚨Time to push LLMs further! 📚LEXam: The legal reasoning benchmark you’ve been waiting for: • 340 exams, 116 courses (EN/DE) • Long-form, process-focused questions • Expert-level LLM Judges • Rich meta for targeted diagnostics • Contamination-proof, extendable MCQs [1/6]🧵
![NJingwei's tweet image. 🚨Time to push LLMs further!
📚LEXam: The legal reasoning benchmark you’ve been waiting for:
• 340 exams, 116 courses (EN/DE)
• Long-form, process-focused questions
• Expert-level LLM Judges
• Rich meta for targeted diagnostics
• Contamination-proof, extendable MCQs
[1/6]🧵](https://pbs.twimg.com/media/GreKswtW0AAZEt2.png)
“In the U.S., unfortunately, most people cannot afford a lawyer. What I'm currently working on is legal natural language processing and NLP tech, which would increase access to justice.” A new Meet the Researcher w/@dominsta_nlp is now up ➡️#CITP Blog: blog.citp.princeton.edu/2025/04/16/mee…
🚨 We're looking for a few emergency reviewers! If you have time to review 1 paper in the next 1-3 days, please DM or reach out via email!
🚨 We're interviewing public defenders about AI in their work. Know any? Point them our way! 🙌
From @PeterHndrsn's POLARIS Lab: 🚨Public Defenders - We need your insights! We’re conducting a research study to explore how #AI can better serve you & your clients. Your experiences can shape the future of AI legal tools designed specifically for public defenders. Sign-up🔻
📌 Do you have a paper about climate change, you submitted to ARR and got reviews, but don't know where to submit? Submit to the ClimateNLP workshop! 📖 More infos in thread
I'm looking for technical postdocs or impact fellows (visiting PhD, research engineer, or summer fellow/intern). Format/topics are flexible (priorities below), but biggest thing I'm prioritizing: a track record and interest in open source contributions & impact! Link below!
🚨CALL FOR PAPERS: Conference on Data Science and Law 8/5-8/6, New York City🚨 Have a work in progress at the intersection of data science and law? Join us at @FordhamLawNYC this summer! See submission details here: …ence-on-datascience-and-law.github.io
📢📢 Third and last Call for Papers for the 2nd ClimateNLP Workshop at ACL 2025 📢📢 🗓️ Submission Deadline: March 1st AOE 🚀 We invite short and long papers at the intersection of climate change and NLP 🌍 More info: nlp4climate.github.io
Open-sourced models suffer from dual-use risks via fine-tuning. Recently, several new defenses have been proposed to counter these attacks. But how do we properly characterize the depth of the defense? Our paper in ICLR 25 shows that correct evaluation is hard—beware of common…
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