Nils Feldhus
Post-doctoral Researcher at BIFOLD / TU Berlin interested in interpretability and analysis of language models. Guest researcher at DFKI Berlin. nfelnlp.github.io
- It was a real pleasure to visit the Health NLP Lab in Tübingen and present my research at BIFOLD and TU Berlin in collaboration with Charité and University of Augsburg among others. We had some exciting discussions. Thanks for having me!
- Reposted by Nils Feldhus[Not loaded yet]
- Sharing my favorite papers I read in 2025 from human-centric XAI, mechanistic interpretability, NLG evaluation, and related fields, covering conferences I've attended (ACL in Austria, EMNLP in China), but also journals, ML and HCI conferences: nfelnlp.github.io/recommended/...
- Reposted by Nils Feldhus[Not loaded yet]
- Reposted by Nils Feldhus[Not loaded yet]
- Reposted by Nils Feldhus[Not loaded yet]
- 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
- We consider concept descriptions in open-vocabulary settings, the evolving landscape of automated and human metrics for evaluating them, and the datasets that underpin this research. This is a companion paper to our PRISM paper that was accepted at NeurIPS last week: bsky.app/profile/lkop...
- Reposted by Nils Feldhus[Not loaded yet]
- 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...
- Qianli Wang ( @qiaw99.bsky.social ) et al.: "FitCF: A Framework for Automatic Feature Importance-guided Counterfactual Example Generation" 📄 ACL Anthology: aclanthology.org/2025.finding... 🏟️ ACL Findings, July 28 @ Hall 4/5 Poster presentation: 18:00-19:30 (pres. by Qianli and myself)
- 🚆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!
- Reposted by Nils Feldhus[Not loaded yet]
- 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...
- Reposted by Nils Feldhus[Not loaded yet]
- 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
- 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...
- Reposted by Nils Feldhus[Not loaded yet]
- Reposted by Nils Feldhus[Not loaded yet]
- Reposted by Nils Feldhus[Not loaded yet]
- Reposted by Nils Feldhus[Not loaded yet]
- Reposted by Nils Feldhus[Not loaded yet]
- Reposted by Nils Feldhus[Not loaded yet]
