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Dominik Stammbach

@dominsta.bsky.social
2.1K followers 264 following 31 posts

Postdoc @ Princeton University, Natural Language Processing

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Dominik Stammbach @dominsta.bsky.social · 17/08/2026
In New Jersey, public defenders have access to the OPD Resource Library, an AI-powered search tool that surfaces relevant information from the office's internal documents. Here’s the tool from a defender's perspective. (1/8)
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Princeton Center for Information Technology Policy @princetoncitp.bsky.social · 14/08/2026
CITP's @dominsta.bsky.social + @peterhenderson.bsky.social for @techpolicypress.bsky.social: Why Public Defense Should Incorporate AI Carefully 🔻 www.techpolicy.press/why-public-d...
techpolicy.press
Why Public Defense Should Incorporate AI Carefully
In interviews with public defenders, Princeton's Dominik Stammbach and Peter Henderson assessed their AI perspectives.
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Peter Henderson @peterhenderson.bsky.social · 14/07/2026
And longer substack post: open.substack.com/pub/trialser...
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Peter Henderson @peterhenderson.bsky.social · 14/07/2026
🚀Last week we announced the launch of a new AI tool in partnership with the New Jersey Office of the Public Defender! AI can empower civil servants and improve public services, and this project provides a blueprint for doing so responsibly. 👇Lots of takeaways, below!
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Patty Liu @pattliu.bsky.social · 09/07/2026
AI-fabricated case citations continue to show up in courts, but can AI also automatically flag hallucinated legal citations to reduce the verification burden? In our new paper (accepted at COLM 2026), we built a benchmark and evaluated several agentic models to find out (1/7)
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Dominik Stammbach @dominsta.bsky.social · 08/07/2026
How can AI support public defense? We have worked on this question for the last two years, and have (1) built an AI retrieval tool for the NJ Office of the Public Defender and (2) conducted qualitative interviews with defenders. Our main insights 👇(1/12)
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Peter Henderson @peterhenderson.bsky.social · 25/06/2026
The future of oral argument or trial prep will obviously involve AI. But how can we measure quality of simulations? We build out an eval suite and run some studies! Sycophancy & issue coverage are clear areas of improvement, but models are surprisingly useful! 👇👇
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Dominik Stammbach @dominsta.bsky.social · 24/06/2026
@skyien-z.bsky.social and @nimranadeem.bsky.social evaluated LLMs for oral argument preparation -- before the hype around Katyal's TED Talk and Harvey's AI system. Findings are more nuanced: while some generations are great, there's sycophancy, limited diversity, and barely any hypotheticals
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Dominik Stammbach @dominsta.bsky.social · 23/06/2026
📢 I'm organizing two venues for papers at the intersection of NLP/AI and climate with deadlines approaching - A special issue in Climatic Change: “NLP and AI as Climate Solutions" (deadline June 30th), t.co/JYY3dUogVn - The 3rd ClimateNLP Workshop at EMNLP 2026 (deadline July 15th), details 👇
t.co
https://link.springer.com/collections/igbiebchhh
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Climate Change AI @climatechangeai.bsky.social · 09/06/2026
Excited to announce the fourth Climate Change AI Summer School (virtual, July 19–August 22, 2026)! 🎉 Are you an #AI or #DataScience expert who wants to tackle #ClimateChange? Are you a #climate expert trying to use #ML in your work? Register here 👉 www.climatechange.ai/events/summe...
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Dominik Stammbach @dominsta.bsky.social · 28/05/2026
Really exciting work led by Patty Liu on LLM-generated hallucinated legal citations! We also put out a more technical draft describing a dataset and methods for benchmarking legal citation verification princeton-polaris-lab.github.io/legal-halluc...
princeton-polaris-lab.github.io
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Dominik Stammbach @dominsta.bsky.social · 05/05/2026
Update: semantic search is now live across all of CourtListener, not just the API 🚀 You can search case law in natural language directly on CourtListener! free.law/2026/05/04/s...
free.law
Semantic Search Is Now on CourtListener
Search case law using natural language, right from CourtListener. Semantic search is now live on the website!
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climate-nlp.bsky.social @climate-nlp.bsky.social · 23/04/2026
📢📢 Second Call for Papers for the 3rd ClimateNLP Workshop at EMNLP 2026 📢📢 🗓️ Updated Submission Deadline: July 15 (AOE) 🚀 We invite short and long papers at the intersection of climate change and NLP 🌍 🔗 Details in the original call
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AI4Law@ICML @ai4law.bsky.social · 06/04/2026
🚨 Call for Papers: AI for Law Workshop @icmlconf.bsky.social (July 10, Seoul 🇰🇷), welcomes submissions across three themes: ⚖️ AI for Legal Reasoning 📊 AI Evaluation for Law 🌍 AI for Access to Justice 📄 Full papers (≤8 pages) ⏰ Deadline: May 22 (AoE) 📄Submission via: openreview.net/group?id=ICM...
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Dominik Stammbach @dominsta.bsky.social · 10/03/2026
I’m organizing two tracks for papers at the intersection of NLP/AI and climate: (1) A special issue in Climatic Change: “NLP and AI as Climate Solutions: Opportunities and Challenges” (2) The 3rd ClimateNLP Workshop at EMNLP 2026 Consider submitting if you have relevant work!
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Dominik Stammbach @dominsta.bsky.social · 28/01/2026
📣 Call for Contributions: LEXam-v2 – A Benchmark for Legal Reasoning in AI How well do today’s AI systems really reason about law? We’re building a global benchmark based on real law school & bar exams. 🧵 Full details, scope, and how to contribute in the thread 👇
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Dominik Stammbach @dominsta.bsky.social · 08/12/2025
🚨🌍 We are organizing a Special Issue with the Climatic Change journal! Scope: NLP and AI as Climate Solutions: Opportunities and Challenges More details: link.springer.com/collections/...
link.springer.com
NLP and AI as Climate Solutions: Opportunities and Challenges
To limit the impacts of climate change as much as possible, rapid climate action is essential. Although still insufficient to meet international climate ...
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Peter Henderson @peterhenderson.bsky.social · 07/11/2025
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 coming soon from my group aimed at improving access to justice, often spearheaded by @dominsta.bsky.social !
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Tanise Ceron @taniseceron.bsky.social · 29/09/2025
📣 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 in the pre- and post-training data? Do they correlate with the political biases reflected in models?
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climate-nlp.bsky.social @climate-nlp.bsky.social · 26/06/2025
📢 Exciting News: Announcing our fantastic line up of keynote speakers for ClimateNLP 2025! 🎙 @naomioreskes.bsky.social , Harvard University 🌱 @klimatfrida.bsky.social , Klimatkollen 📊 Emily Kormanyos, Deutsche Bundesbank 🌿 Ruth Schmidt, GIZ
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Princeton Center for Information Technology Policy @princetoncitp.bsky.social · 17/04/2025
“In the U.S., unfortunately, most people cannot afford a lawyer. What I'm currently working on is legal natural language processing + #NLP tech, which would increase access to justice.” A new Meet the Researcher w/ @dominsta.bsky.social is up ➡️ #CITP Blog: blog.citp.princeton.edu/2025/04/16/m...
blog.citp.princeton.edu
Meet the Researcher: Dominik Stammbach - CITP Blog
Dominik Stammbach is a postdoctoral researcher at the Princeton Center for Information Technology Policy. Stammbach completed his PhD at ETH Zürich in Switzerland and is now a part of Professor Peter ...
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climate-nlp.bsky.social @climate-nlp.bsky.social · 15/04/2025
🚨 We're looking for a few emergency reviewers! If you have time to review 1 paper in the next 1-3 days, please reach out via email!
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Dominik Stammbach @dominsta.bsky.social · 15/04/2025
🚨 We're interviewing public defenders about AI in their work. Know any? Point them our way! 🙌
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climate-nlp.bsky.social @climate-nlp.bsky.social · 20/03/2025
📌 Do you have a paper about climate change, submitted to ARR and got reviews, but don't know where to submit? Submit to the ClimateNLP workshop! 📖 More infos in thread
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climate-nlp.bsky.social @climate-nlp.bsky.social · 24/02/2025
📢📢 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
nlp4climate.github.io
ClimateNLP 2025
The 2nd Workshop of Natural Language Processing meets Climate Change
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Princeton Center for Information Technology Policy @princetoncitp.bsky.social · 07/02/2025
#TechTakes - Brand new CITP Blog post just dropped 👀 "It Wasn't Me: #DeepSeek denies they stole anything, but is their model still a cost revolution?" 📢 This is part of a new series called #TechTakes, where CITP researchers comment on tech news & tech policy. freedom-to-tinker.com/2025/02/07/i...
freedom-to-tinker.com
"It Wasn't Me": DeepSeek denies they stole anything, but is their model still a cost revolution?
DeepSeek R1 came out on January 20, 2025, and triggered strong reactions throughout the world. Nvidia stock dropped more than 17% in one day; in total
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climate-nlp.bsky.social @climate-nlp.bsky.social · 24/01/2025
📢📢 Second 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
nlp4climate.github.io
ClimateNLP 2025
The 2nd Workshop of Natural Language Processing meets Climate Change
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climate-nlp.bsky.social @climate-nlp.bsky.social · 20/12/2024
📢📢 Call for Papers is out for the Second ClimateNLP Workshop at ACL 2025 📢📢 🚀 We invite short and long papers at the intersection of climate change and NLP 🌍 🗓️ Submission Deadline: March 1st AOE more info: nlp4climate.github.io/callforpapers/
nlp4climate.github.io
ClimateNLP 2025
Call for Papers Scope This workshop series is dedicated to exploring the intersection of Natural Language Processing (NLP) and climate change. The workshop aims to discuss how NLP methods can be incor...
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climate-nlp.bsky.social @climate-nlp.bsky.social · 09/12/2024
📢 Excited to announce that we're going into the second iteration of ClimateNLP at #ACL2025 in Vienna! 🚀 We invite short and long papers at the intersection of climate change and NLP 🌍 Official call for papers later in December, submission deadline approx March. More info: nlp4climate.github.io
nlp4climate.github.io
ClimateNLP 2025
The 2nd Workshop of Natural Language Processing meets Climate Change
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Kalyan Dutia @kdutia.bsky.social · 26/11/2024
Excited to announce that we're running the Second NLP for Climate Workshop at #ACL2025! Follow along at @climate-nlp.bsky.social. We're keen to see submissions from NGOs and industry as well as academia: I'm personally *very* interested in research that considers closely its real-world application
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Vilém Zouhar @zouhar.bsky.social · 09/11/2023
Dominik @dominsta.bsky.social talks about how to evaluate topic models, particularly with LLMs. 📄🧾📑🗞️📰📜 Joint work with Alexander @alexanderhoyle.bsky.social, Mrinmaya Sachan, and Elliott @elliottash.bsky.social. www.youtube.com/watch?v=qIDj...
youtube.com
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