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Dominik Stammbach

@dominsta

Postdoc @ Princeton University, Natural Language Processing

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Latest posts by Dominik Stammbach @dominsta

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!

10.03.2026 16:44 👍 3 🔁 4 💬 0 📌 0
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LEXam-v2 Contact Form Thank you for your interest in contributing to the LEXam-v2 research project. Please fill out this form and we will reach out to you as soon as possible. For more details about the project, please se...

📬 Interested or know someone who might be?

Please fill out the form docs.google.com/forms/d/e/1F...

If you have any questions, email us at lexam.benchmark@gmail.com

🙏 Please share with colleagues in legal academia!

28.01.2026 15:11 👍 0 🔁 0 💬 0 📌 0

🤝 Why contribute?
📄 Substantive contribution will lead to co-authorship (targeting a top-tier AI venue)
📊 Report on how AI models perform on your exam questions
🌍 Help build the first multi-jurisdictional legal reasoning benchmark
🔒 Exams are anonymized; data can be public or evaluation-only

28.01.2026 15:11 👍 0 🔁 0 💬 1 📌 0

🔍 We’re looking for:
- Law school exams you authored
- Open-ended, short-answer, MCQ, or true/false questions
- Model answers, rubrics, or anonymized high-scoring student answers

28.01.2026 15:11 👍 0 🔁 0 💬 1 📌 0

📣 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 👇

28.01.2026 15:11 👍 5 🔁 4 💬 1 📌 0
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 ...

🚨🌍 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/...

08.12.2025 16:11 👍 2 🔁 1 💬 0 📌 0
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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 !

07.11.2025 02:15 👍 16 🔁 2 💬 0 📌 0
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📣 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?

29.09.2025 14:54 👍 47 🔁 14 💬 2 📌 1

📢 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

26.06.2025 14:26 👍 3 🔁 2 💬 1 📌 0
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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 ...

“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...

17.04.2025 19:17 👍 1 🔁 1 💬 0 📌 0

🚨 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!

15.04.2025 21:34 👍 0 🔁 1 💬 0 📌 1

🚨 We're interviewing public defenders about AI in their work. Know any? Point them our way! 🙌

15.04.2025 19:49 👍 1 🔁 1 💬 0 📌 0

📌 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

20.03.2025 14:28 👍 1 🔁 2 💬 1 📌 0
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ClimateNLP 2025 The 2nd Workshop of Natural Language Processing meets Climate Change

📢📢 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

24.02.2025 15:43 👍 2 🔁 2 💬 0 📌 1
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"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

#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...

07.02.2025 22:15 👍 1 🔁 5 💬 0 📌 0
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ClimateNLP 2025 The 2nd Workshop of Natural Language Processing meets Climate Change

📢📢 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

24.01.2025 15:22 👍 3 🔁 3 💬 0 📌 0
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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...

📢📢 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/

20.12.2024 11:52 👍 2 🔁 1 💬 0 📌 1
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ClimateNLP 2025 The 2nd Workshop of Natural Language Processing meets Climate Change

📢 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

09.12.2024 15:03 👍 8 🔁 3 💬 0 📌 0

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

26.11.2024 12:10 👍 6 🔁 6 💬 2 📌 1
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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...

09.11.2023 14:49 👍 5 🔁 2 💬 0 📌 0