PhD student in Interpretable Machine Learning at @tuberlin.bsky.social & @bifold.berlin https://web.ml.tu-berlin.de/author/laura-kopf/https://bsky.app/profile/lkopf.bsky.socialhttps://bsky.app/profile/lkopf.bsky.social/post/3m6zmn7zcyc2nI’m at #NeurIPS in San Diego this week! Come see our poster on feature interpretability. Find @eberleoliver.bsky.social and me at: 🪧Poster Session 1 @ Exhibit Hall C,D,E #1015 Wed 3 Dec, 11 am - 2 pm 🪧Poster @ Mech Interp Workshop Upper Level Room 30A-E Sun 7 Dec, 8 am - 5 pm02 Dec 2025 18:56 +0000at://did:plc:typ7y2d3glghzn7fkmf4xc36/app.bsky.feed.post/3m6zmn7zcyc2nhttps://bsky.app/profile/lkopf.bsky.social/post/3lz6sydxk6226Happy to share that our PRISM paper has been accepted at #NeurIPS2025 🎉 In this work, we introduce a multi-concept feature description framework that can identify and score polysemantic features. 📄 Paper: arxiv.org/abs/2506.15538 #NeurIPS #MechInterp #XAI19 Sep 2025 12:01 +0000at://did:plc:typ7y2d3glghzn7fkmf4xc36/app.bsky.feed.post/3lz6sydxk6226https://bsky.app/profile/lkopf.bsky.social/post/3lrxt3byp5c26🔍 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)19 Jun 2025 15:18 +0000at://did:plc:typ7y2d3glghzn7fkmf4xc36/app.bsky.feed.post/3lrxt3byp5c26https://bsky.app/profile/lkopf.bsky.social/post/3ld5rjn7fos2yStill overwhelmed by the amazing response to our poster session at @neuripsconf.bsky.social with Anna Hedström and Marina Höhne! It was incredible to have such lively and inspiring discussions with brilliant people whose work I admire. ✨13 Dec 2024 02:48 +0000at://did:plc:typ7y2d3glghzn7fkmf4xc36/app.bsky.feed.post/3ld5rjn7fos2yhttps://bsky.app/profile/lkopf.bsky.social/post/3lcz5p6xfea2dI’ll be presenting our work at @neuripsconf.bsky.social in Vancouver! 🎉 Join me this Thursday, December 12th, in East Exhibit Hall A-C, Poster #3107, from 11 a.m. PST to 2 p.m. PST. I'll be discussing our paper “CoSy: Evaluating Textual Explanations of Neurons.”11 Dec 2024 06:43 +0000at://did:plc:typ7y2d3glghzn7fkmf4xc36/app.bsky.feed.post/3lcz5p6xfea2d