Personalization of Large Language Models (LLMs) has recently become increasingly
important with a wide range of applications. Despite the importance and recent progress …

LLMs have shown remarkable capabilities, but precisely controlling their response behavior
remains challenging. Existing activation steering methods alter LLM behavior …

As large language models (LLMs) become increasingly integrated into daily applications, it
is essential to ensure they operate fairly across diverse user demographics. In this work, we …

Cultural differences in common ground may result in pragmatic failure and
misunderstandings during communication. We develop our method Rational Speech Acts …

Large Language Models (LLMs) excel in handling general knowledge tasks, yet they
struggle with user-specific personalization, such as understanding individual emotions …

In this paper, we study how culture leads to differences in common ground and how this
influences communication. During communication, cultural differences in common ground …