Alec Helbling
- LLM Self Defense: By Self Examination, LLMs Know They Are Being Tricked
2023/08/14 by Mansi Phute, Phute, Mansi, Alec Helbling +8 · 42 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Adversarial Robustness in Machine Learning
- ConceptAttention: Diffusion Transformers Learn Highly Interpretable Features
2025/02/06 by Alec Helbling, Helbling, Alec, Tuna Han Salih Meral +6 · 12 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
- Transformer Explainer: Interactive Learning of Text-Generative Models
2024/08/08 by Aeree Cho, Cho, Aeree, Grace Kim +13 · 1 voice · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- LLM Attributor: Interactive Visual Attribution for LLM Generation
2024/04/01 by Seongmin Lee, Zijie J. Wang, Lee, Seongmin +13 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies
- ALLUDE: A Unified Evaluation System for Configurable Attacks in Differentiable Environments
2026/07/19 by Mansi Phute, Alexander Greenhalgh, Matthew Hull +8
#cs.CV #cs.AI