Happy 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 #XAI

The submission deadline of the inaugural Young Researchers workshop at INLG 2025 has been extended by 5 days. We're excited to receive your 2p position papers showcasing your NLG-related research until August 31, 2025! @siggen.bsky.social ynlg-workshop.github.io bsky.app/profile/nfel...

Excited to announce the first-ever Workshop for Young Researchers in Natural Language Generation (YNLG), supported by @siggen.bsky.social, taking place on October 29, 2025 in Hanoi, Vietnam, co-located with INLG 2025. Call for Submissions is out now! ynlg-workshop.github.io

Excited to announce the first-ever Workshop for Young Researchers in Natural Language Generation (YNLG), supported by @siggen.bsky.social, taking place on October 29, 2025 in Hanoi, Vietnam, co-located with INLG 2025. Call for Submissions is out now! ynlg-workshop.github.io

Thoroughly enjoying the range of topics at the first #ACL2025NLP poster session! Our FitCF poster presentation on counterfactual example generation at #ACL2025 has been moved to Tuesday, July 29, at 16:00-17:30. bsky.app/profile/nfel...

🚆On my way to Vienna! #ACL2025NLP #ACL2025 Together with my amazing colleagues from TU Berlin, DFKI, Saarland & Potsdam, I will present 4 papers on counterfactuals (Findings), free-text rationales (GEM), fact checking (FEVER oral), table understanding (TRL oral). Excited to meet old and new friends!

Very happy to be at #FAccT2025 in Athens, where I presented our work "Gender Bias in Explainability: Investigating Performance Disparity in Post-hoc Methods" 📄Paper: dl.acm.org/doi/10.1145/... At #FAccT2025? Let's connect if you're interested in improving the usability of explainability methods!

Glad to announce our #FAccT2025 paper about gender bias in feature attribution methods, led by Mahdi Dhaini, will be presented tomorrow in 🇬🇷 Athens as part of the "Evaluating Explainable AI" session from 10:45 AM to 12:15 PM in Amphitheatre Ioannis Despotopoulos: programs.sigchi.org/facct/2025/p...

🔍 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)

Successfully defended my PhD yesterday! 🎓 🎉 Special thanks to my mentor Sebastian Möller and professors Sina Zarrieß @clausebielefeld.bsky.social, Christin Seifert, and @matthiasboehm7.bsky.social for being part of my committee. Will continue working on XAI & NLP as a post-doc at TU Berlin & BIFOLD

My colleagues at TUB & DFKI are organizing a Shared Task for the next #SMM4H-HeaRD workshop, which will be co-located with AAAI ICWSM 2025 in June: 💊 Detection of adverse drug events in multilingual (DE, FR, RU, EN) and multi-platform social media posts. 💊 healthlanguageprocessing.org/smm4h-2025/

Our paper Cross-Refine on natural language explanations will be presented as a poster by @qiaw99.bsky.social today at 14:00 local time in the Atrium of #COLING2025. Proceedings are now available as well: aclanthology.org/2025.coling-... bsky.app/profile/nfel...

Our new COLING 2025-accepted work Cross-Refine, led by @qiaw99.bsky.social, approaches the problem of free-text rationalization with a generator-critic setup: The generator outputs initial explanations and the critic provides the feedback for them. #COLING2025 arXiv: arxiv.org/abs/2409.07123

I published a 2024 Recap showcasing my favorite papers from this year's major conferences (ACL, EMNLP, COLM, NeurIPS, ICLR, CHI, FAccT, etc.) that influence my current and future research: nfelnlp.github.io/recommended/... More gists/summaries to be added...

Recruiting reviewers + ACs for ACL 2025 in Interpretability and Analysis of NLP Models - DM me if you are interested in emergency reviewer/AC roles for March 18th to 26th - Self-nominate for positions here (review period is March 1 through March 20): docs.google.com/forms/d/e/1F...

📣📣 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...

📢 Ultimate test of #NLP bluesky: I need emergency reviewers for NAACL submissions on encoders (one multilingual, one for sentence embeddings). Help a desperate editor abandoned by the ACs! Author response starts tomorrow, so that's a true emergency. If you're my hero, lmk your openreview profile.

Hey :) I'm looking for 3 emergency reviewers for ARR submissions🚨📷 they are all in LM interpretability! Should be submitted within the next 36 hours 🙃 If you are interested, please DM or email me! #NLProc #NLP

Looking for potential emergency reviewers for submissions in Interpretability and Model Analysis for #NAACL2024! Topics include: LLM Hallucination, Evaluation, Privacy Policy Analysis, and Unlearning. Please reach out if you have the bandwidth to help!🫡 #NLProc

Accepted at #EMNLP2024: CoXQL, an NLP dataset for user intent recognition in Conversational XAI. Qianli Wang will present his work in Miami later today at 4:00PM local time in Poster Session C (Riverfront Hall). ACL Anthology: aclanthology.org/2024.finding... GitHub: github.com/DFKI-NLP/CoXQL