Maria Antoniak reposted
📣 New paper @nathumbehav.nature.com: A reporting checklist for large language models in behavioural science www.nature.com/articles/s41...
Who's Who of AI
Maria Antoniak
Assistant professor of CS, NLP and cultural analytics
NLP, cultural analytics. Assistant Professor of CS at University of Colorado Boulder. Books, bikes, games, art. https://maria-antoniak.github.io
What they're sharing
A reporting checklist for large language models in behavioural science - Nature Human Behaviour nature.com
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Claude Fable is relentlessly proactive simonwillison.net
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Creative Reading: Scaffolding Reading for Transformation arxiv.org
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GitHub - davanstrien/uv-scripts-for-ai: Self-contained UV scripts for data & ML tasks — OCR, vision, audio & more — run one in a command, locally or on Hugging Face Jobs. Built for humans and agents. github.com
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[2605.26097] Forgetting in Language Models: Capacity, Optimization, and Self-Generated Replay arxiv.org
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80 Million Tiny Images: A Large Data Set for Nonparametric Object and Scene Recognition ieeexplore.ieee.org
LLMs as Research Tools: A Large Scale Survey of Researchers' Usage and Perceptions arxiv.org
Measuring Sentence-Level and Aspect-Level (Un)certainty in Science Communications - ACL Anthology aclanthology.org
Running local models is good now vickiboykis.com
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profile.hcommons.org
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giveto.colorado.edu
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AI Design Patterns for Information Professionals danielvanstrien.xyz
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Articles & links
Maria Antoniak reposted
This is extremely unsettling. simonwillison.net/2026/Jun/11/...
Maria Antoniak reposted
How to create reading experiences that "go beyond information transmission and toward reader transformation.” Great paper by @blue-phia.bsky.social @lepidopterane.bsky.social @yijunliu.bsky.social Sarah Sterman @sh1m.bsky.social @maxkreminski.bsky.social arxiv.org/abs/2606.043…
Maria Antoniak reposted
Got a digitised collection that needs OCR? uv-scripts is a set of single-file Python scripts that OCR a whole image dataset to markdown in one command — 20+ open VLMs to pick from, nothing to install but uv. github.com/davanstrien/...
Maria Antoniak reposted
How much does a language model forget when finetuned on new tasks? We show both model size and optimization matter and forgetting can be nearly eliminated with self-generated replay! arxiv.org/abs/2605.26097 w/Martin Marek, Dongkyu Cho, Shikai Qiu, Rumi Chunara, and Pavel Izma…
This was part of a talk by Alyosha Efros on "Sweet Data." He wanted us all to read this paper, “this is the most important paper in AI”: ieeexplore.ieee.org/abstract/doc... (sorry, much confusion about the speaker's name because they changed the schedule order)
yep that’s definitely part of it: arxiv.org/abs/2411.05025
An exception I can think of is work studying how journalists can sensationalize scientific results. For example this paper by Jiaxin Pei and @davidjurgens.bsky.social (though more about headlines than social media) aclanthology.org/2021.emnlp-m...
Maria Antoniak reposted
new post: how I develop recently using local models. the tooling is now good enough to do agentic workflows and everyone should give them a try! vickiboykis.com/2026/06/15/r...
Maria Antoniak reposted
The MLA AI and Research Working Group's new "AI and the Humanities: A Framework for Language and Literary Scholarship" offers questions and case studies on AI literacy, human-centered expertise, and responsibility and ethics to guide discussion and reflection. mlaai.hcommons.o…
Maria Antoniak reposted
A side effect of a new department (founded 2015) is that we have very very few alumni donations. And I sometimes get the (very kind) question "how can I support you since you don't get paid for teaching random internet people about AI ethics?" Support my students instead :) bi…
Maria Antoniak reposted
What is "AI for libraries" beyond a catalogue chatbot? IMO: design patterns (OCR, extraction, classification, search), and agents that both run them and develop the small models behind them. As part of work with @natlibscot.bsky.social started a book on this: danielvanstrien.x…
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Recent commentary
I'm looking for 1-2 emergency reviewers for a #COLM2026 paper on LLMs and science. Paper looks like a nice read to me! Reply or message me if you might be able to write a review by end of week.
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