My and @max-web.bsky.social 's #rstats 📦 {rollama} just got an update with some bug fixes and several cool new features! Now using open weight models for text and image annotation in R is even easier!
Curious how you can use generative AI in your research without turning your workflow into a black box?
Learn how to work with LLMs from prompting to fine-tuning—then apply them to real social science data like parliamentary speeches and open-ended survey responses.
Apply now > bit.ly/4klFg3n
How do parties debate minorities? New study based on all parliament speeches in Germany and the UK 1980-2021, with @younghyunlee52.bsky.social , F. #Piñeyrúa, & @max-web.bsky.social, published in the edited volume Computational Social Science of Social Cohesion and Polarization:
@jbgruber.bsky.social presenting rollama, an R package that brings gLLMs to your local R setup. Exciting possibilities for reproducible computational text analysis! #comptext
@max-web.bsky.social presenting our first try to use LLMs ({rollama}) to extract topics from a large corpus: the public reaction to the releases of Galactica and Chatgpt within weeks from each other in 2022 (which couldn't have been more different!) #comptext2025
New Course Alert! 🚀
Generative AI for Social Science Research
This course explores how to apply AI in social science research, from basic interactions to fine-tuning models for large-scale data analysis.
Find out more & apply: bit.ly/4l3nnGI
#ESS2025 #GenerativeAI
You can run it locally with Ollama and also use the model within R using the Rollama R package. github.com/JBGruber/rol...
deepseek is an extremly impressive open weights LLM. But the guardrails are absolutely wild 🤨
Running Phi-4 and other LLMs in R using Google Colab for free through the rollama R-Package medium.com/@weber.aca/r...
Submission for #COMPTEXT2025 is still open until January 15! We are looking forward to receiving your proposals for papers, panels, and data presentations! We also appreciate it if you can spread the word and circulate shorturl.at/AmocX! See you at the University of Vienna on 24-26 April!
I'll get straight to the point.
We trained 2 new models. Like BERT, but modern. ModernBERT.
Not some hypey GenAI thing, but a proper workhorse model, for retrieval, classification, etc. Real practical stuff.
It's much faster, more accurate, longer context, and more useful. 🧵
Nice paper showing just *how* irreprodroducible research with proprietary generative LLMs is. Luckily there are open source alternatives (and they are very easy to use too!)
Call for abstracts for a Special Volume on Computational Social Science (of the journal "Soziale Welt")!
@marklutter345.bsky.social and I are looking for contributions presenting new research, discussing CSS methods, giving overviews of applications or ongoing research projects. Please circulate!
I read this paper a while back, and I liked it. But now it also feels relevant.
www.nber.org/papers/w29724
Run LLMs locally in R with the rollama R package. The latest update simplifies query generation (Prompt) and adds support for Hugging Face models (@jbgruber.bsky.social) Check it out:
hex logo of the rollama package
New #rstats 📦 version: {rollama} 0.2.0
What's new?🧵👇
cran.r-project.org/web/packages/rollama/ind...
If you find yourself with too much free time over the (long) weekend / holidays, I have ~3h Building an LLM from the Ground Up workshop on YouTube that may come in handy: m.youtube.com/watch?v=quh7...