7 citations · 7 across the 3 of their papers we have counts for
3 papers
Prompt Baking
Aman Bhargava, Cameron Witkowski, Alexander Detkov +1
Two primary ways to change LLM behavior are prompting and weight updates (e.g., fine-tuning). Prompting LLMs is simple and effective, specifying the desired changes explicitly in n…
What's the Magic Word? A Control Theory of LLM Prompting
Aman Bhargava, Cameron Witkowski, Shi-Zhuo Looi +1
Prompt engineering is crucial for deploying LLMs but is poorly understood mathematically. We formalize LLM systems as a class of discrete stochastic dynamical systems to explore pr…
Generating counterfactual explanations of tumor spatial proteomes to discover effective strategies for enhancing immune infiltration
Zitong Jerry Wang, Alexander M. Xu, Aman Bhargava +1
The tumor microenvironment (TME) significantly impacts cancer prognosis due to its immune composition. While therapies for altering the immune composition, including immunotherapie…