AI RESEARCH
Small Language Model Helps Resolve Semantic Ambiguity of LLM Prompt
arXiv CS.AI
•
ArXi:2604.23263v1 Announce Type: cross Large language models (LLMs) are increasingly utilized in various complex reasoning tasks due to their excellent instruction following capability. However, the model's performance is highly dependent on the open-ended characteristics of the users' input prompt. Natural prompts often do not follow proper syntactic rules, which creates ambiguous queries that yield multiple interpretations. Such ambiguous prompts confuse the model in choosing the correct reasoning paths to answer questions.