Come visit our poster tomorrow at #NeurIPS2025 in Mexico City! We will be presenting this work 1-4 pm CST.

✈️🇲🇽 Next Wednesday (Dec 3), 1–4 p.m. CST, I’ll be presenting Manipulating Feature Visualizations with Gradient Slingshots at NeurIPS 2025 in Mexico City! Feature Visualization has long been a staple interpretability tool. Our work shows it’s far from reliable! 🚨

Now accepted at #NeurIPS2025 :)

Autointerp provides us descriptions of LLMs features, but how it is evaluated varies from one setting to another. We propose FADE, a framework that enables standardized, automatic evaluation of alignment between features and autointerp descriptions across various metrics.

🔍 When do neurons encode multiple concepts? We introduce PRISM, a framework for extracting multi-concept feature descriptions to better understand polysemanticity. 📄 Capturing Polysemanticity with PRISM: A Multi-Concept Feature Description Framework arxiv.org/abs/2506.15538 🧵 (1/7)

🚨 New pre-print! (Well, new & much improved version in any case.) 🚨 If you're interested in LLM post-training techniques and in how to make LLMs better "language users", read this thread, introducing the "LM Playpen".

Have had enough of the fake "sources" "cited" by ChatGPT? We have the solution in the form of low-cost causal citations for LLMs. Go check this out! arxiv.org/abs/2505.15807 Thanks to my amazing co-authors @pkhdipraja.bsky.social, @reduanachtibat.bsky.social , Thomas Wiegand and Wojciech Samek!

ICL allows LLMs to adapt to new tasks and at the same time enables them to access external knowledge through RAG. How does the latter work? TL;DR we find that certain attention heads perform various, distinct operations on the input prompt for QA! arxiv.org/abs/2505.15807 1/

The University of Potsdam invites applications for 5 postdoc positions, incl. Cognitive Sciences, incl. NLP (esp. cognitive). These are fairly independent research positions that will allow the candidate to build their own profile. Dln June 2nd. Details: tinyurl.com/pd-potsdam-2... #NLProc #AI 🤖🧠

Would you present your next NeurIPS paper in Europe instead of traveling to San Diego (US) if this was an option? Søren Hauberg (DTU) and I would love to hear the answer through this poll: (1/6)

*Please repost* @sjgreenwood.bsky.social and I just launched a new personalized feed (*please pin*) that we hope will become a "must use" for #academicsky. The feed shows posts about papers filtered by *your* follower network. It's become my default Bluesky experience bsky.app/profile/pape...

📣📣 Wanna be an Area Chair or a Reviewer for @aclmeeting.bsky.social or know someone who would? Nominations and self-nominations go here 👇 docs.google.com/forms/d/e/1F...