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Maximilian Kreutner

@maximiliankreutner.bsky.social

PhD candidate at University of Mannheim | LLMs and synthetic data Website: https://maxbenkre.github.io/

1 Posts23 Follower 34 Folgt

Georg Ahnert @IC2S2 @ahnert.eurosky.social · 5d ago

This morning at #ic2s2 I have the chance to present ongoing work on applying a SEM from survey methods to LLM text annotations: 👉 Evaluating LLM Text Annotations Without Ground Truth 📍10:45, Mansfield (210), Understanding LLMs w/ @maximiliankreutner.bsky.social Alex Cernat & @mstrohm.bsky.social

Scatterplot that shows high correlation (r=0.97) and high NDCG@10 between estimated and true annotator quality for data from the Manifestos project

Georg Ahnert @IC2S2 @ahnert.eurosky.social · 2w ago

Excited to present a tutorial on simulating survey responses with LLMs at @ic2s2.bsky.social next week! ✨ 👉 central themes: analytic flexibility & hybrid samples with @gligoric.bsky.social, @indiiigo.bsky.social, @maximiliankreutner.bsky.social, @jrupprec.bsky.social, and @mstrohm.bsky.social – 🧵

Cover image for our IC2S2 Tutorial titled "An Introduction to Simulation Human Survey Responses with LLMs: Potentials and Pitfalls", happening on Tuesday, July 28 between 1:15pm and 4:30pm. The image features a few of the choices researchers can take when simulating survey responses with LLMs: questionnaire presentation and prompt perturbations, amongst others.

Georg Ahnert @IC2S2 @ahnert.eurosky.social · 3mo ago

Thrilled to share that our paper with @carohaensch.bsky.social, @barbaraplank.bsky.social & @mstrohm.bsky.social has been accepted to #ACL2026 Main! How to generate closed-ended survey responses 📊 with LLMs trained to produce open-ended text? 📝 We show results from 32 mio. simulated responses… 🧵

A scientific paper titled "Survey Response Generation: Generating Closed-Ended Survey Responses In-Silico with Large Language Models", written by Georg Ahnert, Anna-Carolina Haensch, Barbara Plank, and Markus Strohmaier. Additionally, a central figure of the paper with specification curves is shown.

MilaNLP Lab @milanlp.bsky.social · 4mo ago

We are delighted to welcome @marlutz.bsky.social to our lab over the next few months! 🎉 She'll work on the representation of different demographic groups in LLMs. #NLProc

Joshua Claassen @jclaass.bsky.social · 10mo ago

🚨 Upcoming #CS3Meeting 🚨 @wanlo.bsky.social talks about analytic flexibility in silicon samples on October 29, 3:15 to 4:00 PM CET). Great opportunity to gain novel insights into how survey responses can be generated with #LLMs. Sign up now: ww3.unipark.de/uc/cs3_meeti...

Maximilian Kreutner @maximiliankreutner.bsky.social · last yr.

LLMs can understand political discourse, but can they actually predict votes of real politicians? Excited to share my work at #IC2S2 this week! I will present my poster on Tuesday between 1:30 and 3:30 p.m.