activation steering 1evaluation awareness 1large language models 1model safety 1prompt optimization 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.LG2026
Minimizing Targeted Activations: Input-Only Suppression of Evaluation-Awareness Latents in Large Language Models
Deepanshu Mody, Samarth Agarwal, Utkarsh Mittal +1
The paper investigates how to suppress specific internal activations in large language models by optimizing only the input prompt, aiming to hide evaluation-awareness signals witho…
cs.CV2025
Enhancing Multi-Image Question Answering via Submodular Subset Selection
Aaryan Sharma, Shivansh Gupta, Samar Agarwal +2
Large multimodal models (LMMs) have achieved high performance in vision-language tasks involving single image but they struggle when presented with a collection of multiple images…