🚨 Call for Papers! ACL 2025 🚨 LLM Security Workshop @ ACL 2025 (the first workshop of ACL SIGSEC) 🔐 Topics: Adversarial attacks, defenses, vulnerabilities, ethical & legal aspects, safe deployment of LLMs and more 📅 Submission Deadline: April 15, 2025 📍 August 1, 2025 in

Can LLM guardrails think twice before deciding? ✨ Check out our #ACL2025 paper: THINKGUARD — a critique-augmented safety guardrail! ✅ Structured critiques ✅ Interpretable decisions ✅ Robust against adversarial prompts 📑 arxiv.org/abs/2502.13458 🧵[1/n]

😴 Extending modality based on an LLM has been a common practice when we are talking about multimodal LLMs. ❓ Can it generalize to omni-modality? We study the effects of extending modality and ask three questions: arxiv.org/abs/2506.01872 #LLM #MLLM #OmniModality

🚨 New paper accepted to #ACL2025! We propose SudoLM, a framework that lets LLMs learn access control over parametric knowledge. Rather than blocking everyone from sensitive knowledge, SudoLM grants access to authorized users only. Paper: arxiv.org/abs/2410.14676… 🧵[1/6]👇