📄 Towards privacy-aware mental health AI models 🔗 rdcu.be/eKoDA Follow the authors for more updates: 👨‍💻 @jitaishik.bsky.social – UKP Lab, TU Darmstadt (NLPsych Group) 👨‍🏫 @tanmoy-chak.bsky.social – IIT Delhi, Humboldt Research Fellow at UKP Lab 👩‍🔬 @igurevych.bsky.social – UKP Lab, TU Darmstadt

We expose key gaps and chart how richer, more inclusive datasets can unlock the full potential of Mental Health AI. 📃Paper: arxiv.org/pdf/2508.09809 (2/🧵)

👉 Interested in working on AI for mental health? This is a 𝗺𝘂𝘀𝘁-𝗿𝗲𝗮𝗱 𝘀𝗶𝗻𝗰𝗲 𝘁𝗵𝗲 𝗱𝗮𝘁𝗮 𝗮𝘃𝗮𝗶𝗹𝗮𝗯𝗶𝗹𝗶𝘁𝘆 𝗶𝘀 𝗮 𝗺𝗮𝗷𝗼𝗿 𝗯𝗼𝘁𝘁𝗹𝗲𝗻𝗲𝗰𝗸! Our survey maps the mental health dataset landscape, covering a wide range of disorders, tasks, modalities, accessibility, synthetic data, and cultural reach. (1/🧵)

This year, EMNLP ended up desk rejecting ~100 papers. For more insight into the process, and potential future changes, please see this blog post from the PCs: 2025.emnlp.org/desk-rejecti... @christos-c.bsky.social @carolynrose.bsky.social @tanmoy-chak.bsky.social @violetpeng.bsky.social

🚨 𝐖𝐡𝐚𝐭 𝐡𝐚𝐩𝐩𝐞𝐧𝐬 𝐰𝐡𝐞𝐧 𝐭𝐡𝐞 𝐜𝐫𝐨𝐰𝐝 𝐛𝐞𝐜𝐨𝐦𝐞𝐬 𝐭𝐡𝐞 𝐟𝐚𝐜𝐭-𝐜𝐡𝐞𝐜𝐤𝐞𝐫? new "Community Moderation and the New Epistemology of Fact Checking on Social Media" with I Augenstein, M Bakker, T. Chakraborty, D. Corney, E Ferrara, I Gurevych, S Hale, E Hovy, H Ji, I Larraz, F Menczer, P Nakov, D Sahnan, G Warren, G Zagni

📢 Submitting to the May 19th ARR deadline? ✅ Make sure your profile is complete, including your DBLP link: aclrollingreview.org/reviewerguid... 📄 Do not forget to review: (1) Author Guidelines aclrollingreview.org/authors (2) ACL Publication policy aclweb.org/adminwiki/in... #NLProc #EMNLP25 #ARR

See also: 🧵 Blog on track changes: 2025.emnlp.org/track-changes/ 🔍 Review policies: 2025.emnlp.org/reviewer-pol... @aclmeeting.bsky.social @dirkhovy.bsky.social @christos-c.bsky.social @carolynrose.bsky.social @tanmoy-chak.bsky.social @violetpeng.bsky.social

EMNLP is currently seeking additional Senior Area Chairs (SACs). If you would like to help, please fill out this form, and share the link with others! docs.google.com/forms/d/e/1F...

Check out our recent work arxiv.org/abs/2502.12051