*Urgently* looking for emergency reviewers for the ARR October Interpretability track 🙏🙏 ReSkies much appreciated

Heading to the EMNLP BlackboxNLP Workshop this Sunday? Don’t miss @nfel.bsky.social and @lkopf.bsky.social poster on „Interpreting Language Models Through Concept Descriptions: A Survey“ aclanthology.org/2025.blackbo... #EMNLP #BlackboxNLP #XAI #Interpretapility

I'm at #EMNLP2025 in Suzhou🇨🇳 to present these papers in the coming days: Nov 7, Session 14, 12:30-13:30 @ Hall C – Multilingual Datasets for Custom Input Extraction and Explanation Requests Parsing in Conversational XAI Systems (Wang et al.) @qiaw99.bsky.social 🗞️ aclanthology.org/2025.finding...

🔍 Are you curious about uncovering the underlying mechanisms and identifying the roles of model components (neurons, …) and abstractions (SAEs, …)? We provide the first survey of concept description generation and evaluation methods. Joint effort w/ @lkopf.bsky.social 📄 arxiv.org/abs/2510.01048

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