🎉 Thrilled to announce the keynote speakers for BlackboxNLP 2026 @emnlpmeeting, with three incredible perspectives on interpretability: 🔍 Ivan Titov 🔍 Sheridan Feucht @sfeucht.bsky.social 🔍 Michael Hahn @m-hahn.bsky.social Join us on October 29th! 🇭🇺
Nils Feldhus
@nfel.bsky.social
Postdoctoral Researcher @ University of Groningen / GroNLP (@gronlp.bsky.social) interested in the interpretability and analysis of language models. Ex- BIFOLD, TU Berlin, DFKI. https://nfelnlp.github.io/
Due to the unprecedented amount of submissions to BlackboxNLP 2026, we will announce the decisions for Main, Special and ARR commitments on September 2 AoE. Thanks for your patience!
The @blackboxnlp.bsky.social reproducibility track is in an urgent need for reviewers! If you can review a paper (or two), these bite-sized papers deserve some attention, and reviewing them will leave you fulfilled! 🥰 Please reach out if you can help out! RTs appreciated 👐
Looking for emergency reviewers for BlackboxNLP 2026. Please sign up through the form linked in the post below if you have time to review 1-2 papers before Aug 20 AoE. bsky.app/profile/blac...
With a high volume of submissions this year, we're recruiting additional reviewers for BlackboxNLP 2026! 🗓 Review deadline: August 17 (AoE) 🗓 Review load: 2-4 papers 📝 Sign up: forms.gle/tha166UQZYqX...
If you are qualified and have any capacity to do an emergency review (or three) for INLG in the next couple of days, please email inlg-organizers@googlegroups.com to let the PCs know--we have an urgent need for dozens of emergency reviews unfortunately :(
Deadline extended for YNLG 2026 (Young Researchers in Natural Language Generation workshop) at @inlg.bsky.social ! You can submit your 2-page position papers until August 13 AoE. It's a great opportunity to connect with fellow NLG researchers over two days in Utrecht! bsky.app/profile/nfel...
📢 Call for Papers: YNLG 2026 The Young Researchers in Natural Language Generation workshop is a 2d in-person event part of INLG 2026 @inlg.bsky.social in Utrecht 🇳🇱, with poster sessions, keynote talks, roundtable discussions, and a one-day hackathon. Due: August 10, 2026 ynlg-workshop.github.io
YNLG Is a great opportunity for young researchers to get into NLG research and get meaningful advice from us senior researchers.
Are you a new researcher in #NLG? An MSc or PhD student or a postdoc new to natural language generation? Do you want to find advice and community? Check out the #YNLG workshop happening at #INLG2026! (One week left to submit) ynlg-workshop.github.io
An unprecedented number of submissions means an unprecedented need for reviewers! If you have published work in interpretability, please consider signing up to review ⬇️
⏳ One week left! The submission deadline for BlackboxNLP 2026 is July 17 (AoE). If you're working on analyzing or interpreting neural networks for NLP, now's the time to get your paper in. 📍 Co-located with #EMNLP2026 in Budapest 🔗 blackboxnlp.github.io
With a high volume of submissions this year, we're recruiting additional reviewers for BlackboxNLP 2026! 🗓 Review deadline: August 17 (AoE) 🗓 Review load: 2-4 papers 📝 Sign up: forms.gle/tha166UQZYqX...
⏳ The BlackboxNLP 2026 Reproducibility Challenge deadline has been extended to July 24 (AoE) ⏳ If you've been working on a robustness check, ablation, or replication of recent NLP interpretability work, you have a bit more time to get your submission in.
📢 Call for Papers: YNLG 2026 The Young Researchers in Natural Language Generation workshop is a 2d in-person event part of INLG 2026 @inlg.bsky.social in Utrecht 🇳🇱, with poster sessions, keynote talks, roundtable discussions, and a one-day hackathon. Due: August 10, 2026 ynlg-workshop.github.io
⏳ One week left! The submission deadline for BlackboxNLP 2026 is July 17 (AoE). If you're working on analyzing or interpreting neural networks for NLP, now's the time to get your paper in. 📍 Co-located with #EMNLP2026 in Budapest 🔗 blackboxnlp.github.io
I'm looking for two emergency reviewers for #EMNLP2026 papers about cultural benchmarking and cultural reasoning. Please send me an email if you would be able to help me out in the next few days!
I need *several* emergency reviewers on on mech interp for NLP. I also need emergency reviewers for papers on neuro-symbolic language reasoning, for a paper extracting symbolic structures from text, and for a paper on knowledge collapse in LLMs. Many missing reviews this cycle
🙋 Looking for emergency reviewers for ARR May / #EMNLP2026 Topics: Interpretability/Explainability, RAG, Answer Attribution, Knowledge Conflicts If you're willing to complete a review before July 6 AoE, please reply or send a DM!
🏆 Announcing the NDIF Best Paper Award for the BlackboxNLP 2026 Reproducibility Challenge! @ndif-team.bsky.social Reproduce an interp. finding with nnsight + NDIF, open-source it, and push it further. Winners will receive a $500 prize, and will be invited to present at the workshop!
Are you wondering if LLM interpretability results generalize, reproduce, etc.? Check out the reproducibility challenge and submit your work reproducing papers in this area: bsky.app/profile/blac...
📣 Announcing the BlackboxNLP 2026 Reproducibility Challenge! A new track dedicated to rigorous robustness checks of NLP interpretability work - stress-testing baselines, ablations, generalizability, and evaluation.
📣 Announcing the BlackboxNLP 2026 Reproducibility Challenge! A new track dedicated to rigorous robustness checks of NLP interpretability work - stress-testing baselines, ablations, generalizability, and evaluation.
Aaron Eidt and I are currently presenting our #EACL2026 System Demo paper ELIA on simplifying mechanistic interpretability outcomes using vision-language models. Come see us in the poster hall! Paper: aclanthology.org/2026.eacl-de...
Johann Frei and I are now presenting our Infherno #EACL2026 System Demonstration paper. Come to the poster hall to learn about our agentic approach to medical information extraction! Paper here: aclanthology.org/2026.eacl-de...
Can Persona Prompting function as a lens on social reasoning? In our #EACL2026 work (led by @jingyng.bsky.social), we investigate how it impacts the quality of model outputs and rationales. 🗞️ arXiv: arxiv.org/abs/2601.20757 Come and find us (Jing, Moritz, Elisabeth, myself) in 🇲🇦 Rabat next week!
BlackboxNLP will be co-located with EMNLP 2026 in 🇭🇺 Budapest 🇭🇺 this October! This edition will feature a special reproducibility track, investigating generalization and robustness of established results from interpretability research 👷♂️ Stay tuned for more details!
🔥Super excited to share our new demo website for 🪄Interpreto! 🖼️It is basically an explanation gallery showcasing attribution and concept-based explanations for classification and generation. 🎮Play with it: for-sight-ai.github.io/interpreto-d... We will keep improving it, so stay tuned!
One to go! Thanks to everyone who agreed to review so far! 🫶 If you have the capacity for one emergency review on explainability of NLP models, please reach out via DMs/chat or by replying here. #ACL2026NLP bsky.app/profile/nfel...
Looking for emergency reviewers for ARR Special Track "Explainability of NLP Models". Topics: Faithfulness, mechanistic interpretability, surveys and position papers. Deadline Feb 14 AoE. #ACL2026NLP
Hello #NLProc #ACL2026NLP community, I'm looking for an emergency reviewer for an ARR submission on LLM interpretability. If you're available to complete a review before Feb 15, please reply or DM 🙏
Hello #NLProc #ACL2026NLP people. I am looking for **two emergency reviewers** in the Safety and Alignment in LLMs track for ACL/ARR. Reviews are due Feb 15th. Please DM if interested and available. Happy to offer drinks/food if you live in/pass by Lisbon ☀️
I'm looking for two emergency reviewers 🧑🚒👩🚒 for the ARR January Generalizability and Transfer track. Please reach out if you have time & qualify for review or RT for visibility🙏🙏
Seems to be a common situation for ACs this round, but I'm also looking for two emergency reviewers for the January #ARR Evaluation and Resources track. I'd appreciate any help (reposts, encouragement, black magic...)
I am looking for 2 emergency reviewers for the ARR Ethics, Bias & Fairness track. Please DM me if you are available 🙏