Thrilled that FUR was accepted to @emnlpmeeting.bsky.social Main🎉 In case you can’t wait so long to hear about it in person, it will also be presented as an oral at @interplay-workshop.bsky.social @colmweb.org 🥳 FUR is a parametric test assessing whether CoTs faithfully verbalize latent reasoning.

1/ 🚨NEW PAPER: "BriefMe: A Legal NLP Benchmark for Assisting with Legal Briefs", accepted to ACL Findings 2025! We introduce the first benchmark specifically designed to help LLMs assist lawyers in writing legal briefs 🧑‍⚖️ 📄 arxiv.org/abs/2506.06619 🗂️ huggingface.co/datasets/jw4...

It has been amazing to work with @fatemehc.bsky.social, @anamarasovic.bsky.social and Yonatan Belinkov on this incredibly important topic. I look forward to further works on the parametric faithfulness route! Codebase (& data): github.com/technion-cs-...