🚀Adapters v1.2 is out!🚀 We've made Adapters incredibly flexible: Add adapter support to ANY Transformer architecture with minimal code! We used this to add 8 new models out-of-the-box, incl. ModernBERT, Gemma3 & Qwen3! Explore this 2 new adapter methods in this thread👇(1/5)

🥁 It's the second half of our 🌱 speaker series this term, and we couldn't be more excited! Next week (Wednesday, April 30 at 5pm CET), @taniseceron will share insights on "Facilitating Information Access Through Language Models". More details tada.cool⬇️

Afternoon workshops at #COMPTEXT2025 wrapped up with in-depth sessions on narrative analysis, platform access (DSA), concept measurement, and LLM training. Thanks to instructors Maria Antoniak, @dscheykopp, @hauke_licht,@chklamm and all participants for a great end to the day!

If you’re at @iclr_conf this week, come check out our spotlight poster INCLUDE during the Thursday 3:00–5:30pm session! I will be there to chat about all things multilingual & multicultural evaluation. Feel free to reach out anytime during the conference. I’d love to connect!

Thrilled our global data ecosystem audit was accepted to #ICLR2025! Empirically, we find: 1⃣ Soaring synthetic text data: ~10M tokens (pre-2018) to 100B (2024). 2⃣ YouTube is now 70% of speech/video data but could block third-party collection. 3⃣ <0.2% of data from Africa/South America. 1/

I will be at #NeurIPS2024:1️⃣Dec 10 (Tue) 9:30am-12: Our Tutorial "Causality for LLMs" w/ Sergio Garrido Panel w/ @Yoshua_Bengio @bschoelkopf @_jasonwei @Swarooprm7 @giambattista92 2️⃣Dec 11 (Wed) 11am-2pm: Our GovSim Poster (Tragedy of Commons for LLM Agents) 3️⃣Dec 13 (Fri) 7:30am: My PhD Thesis defense on Zoom 4️⃣Dec 14 (Sat) 2:15pm: Oral of our Causal Gender Bias paper @CaLM_Workshop 5️⃣3:45pm: Oral of our Trolley Problems for LLM Alignment paper @pluralistic_ai 6️⃣4:30-5:30pm: My Panel w/ @chelseabfinn @AtticusGeiger @giambattista92 @_bunnech @maria_antoniak 7️⃣Dec 15 (Sun): Our Causal Repr. Learning Workshop, where I will chair the 8:45-9:45am talks by @ArthurGretton and @bschoelkopf 🎉 Links: - Our GovSim Poster: "Cooperate or Collapse: Emergence of Sustainable Cooperation in a Society of LLM Agents" arxiv.org/pdf/2404.16698 - Calendar invite for my PhD Thesis defense: calendar.app.google/WHZbgBMm… - Our Causal Gender Bias paper: "Causally Testing Gender Bias in LLMs: A Case Study on Occupational Bias" arxiv.org/abs/2212.10678 - Our Trolley Problems for LLM Alignment paper: "Language Model Alignment in Multilingual Trolley Problems" arxiv.org/abs/2407.02273 For the slides of our tutorial, feel free to check my website zhijing-jin.com for a sharing soon, and potentially also on YouTube later.

📢📢 Second Call for Papers for the 2nd ClimateNLP Workshop at ACL 2025 📢📢 🗓️ Submission Deadline: March 1st AOE 🚀 We invite short and long papers at the intersection of climate change and NLP 🌍 More info: nlp4climate.github.io/

🎉 Our paper, “Bridging The Data Provenance Gap Across Text, Speech, and Video”, has been accepted to #ICLR2025 🚀