2 papers
cs.CL2026
Does Tone Change the Answer? Evaluating Prompt Politeness Effects on Modern LLMs: GPT, Gemini, and LLaMA
Hanyu Cai, Binqi Shen, Lier Jin +2
Prompt engineering has emerged as a critical factor influencing large language model (LLM) performance, yet the impact of pragmatic elements such as linguistic tone and politeness…
cs.CL2025
LoRA-LiteE: A Computationally Efficient Framework for Chatbot Preference-Tuning
Yahe Yang, Chunliang Tao, Xiaojing Fan
Effective preference tuning is pivotal in aligning chatbot responses with human expectations, enhancing user satisfaction and engagement. Traditional approaches, notably Reinforcem…