Ziser, Yftah
- Spectral Editing of Activations for Large Language Model Alignment
2024/05/15 by Yifu Qiu, Zheng Zhao, Qiu, Yifu +9 · 9 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Detecting and Mitigating Hallucinations in Multilingual Summarisation
2023/05/23 by Qiu, Yifu, Ziser, Yftah, Korhonen, Anna +2 · 5 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Are Large Language Models Temporally Grounded?
2023/11/14 by Qiu, Yifu, Zhao, Zheng, Ziser, Yftah +3 · 5 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Layer by Layer: Uncovering Where Multi-Task Learning Happens in Instruction-Tuned Large Language Models
2024/10/25 by Zhao, Zheng, Ziser, Yftah, Cohen, Shay B. · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- SafeSteer: Interpretable Safety Steering with Refusal-Evasion in LLMs
2025/06/01 by Ghosh, Shaona, Bhattacharjee, Amrita, Ziser, Yftah +1 · 6 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Knowing Before Saying: LLM Representations Encode Information About Chain-of-Thought Success Before Completion
2025/05/30 by Afzal, Anum, Matthes, Florian, Chechik, Gal +1 · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Beyond Next Token Probabilities: Learnable, Fast Detection of Hallucinations and Data Contamination on LLM Output Distributions
2025/03/18 by Bar-Shalom, Guy, Frasca, Fabrizio, Lim, Derek +5 · 4 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Gold Doesn't Always Glitter: Spectral Removal of Linear and Nonlinear Guarded Attribute Information
2022/03/15 by Shao, Shun, Ziser, Yftah, Cohen, Shay B. · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Erasure of Unaligned Attributes from Neural Representations
2023/02/06 by Shao, Shun, Ziser, Yftah, Cohen, Shay · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences