Langchen Huang

Understanding the Impact of Linguistic Realization Choices on LLM Stance with Causal Tracing

Large language models (LLMs) are known to be sensitive to prompt and input formulations. However, existing studies have focused on lexical realization and largely ignored constructional choice. This paper studies whether linguistic construction can systematically shift LLM decisions and where these shifts can be causal...