In creating conversational robots, LLMs can contribute to natural, context-sensitive interactions with humans. These models process and generate responses that mimic human conversation, allowing robots to participate in meaningful dialogues.

LLMs play a significant role in the estimation of conceptual and emotional attributes of utterances — contributing to the naturalness and efficacy of human-robot communication.