Feb. 9, 2024, 5:47 a.m. | Xianghe Pang Shuo Tang Rui Ye Yuxin Xiong Bolun Zhang Yanfeng Wang Siheng Chen

cs.CL updates on arXiv.org arxiv.org

Aligning large language models (LLMs) with human values is imperative to mitigate potential adverse effects resulting from their misuse. Drawing from the sociological insight that acknowledging all parties' concerns is a key factor in shaping human values, this paper proposes a novel direction to align LLMs by themselves: social scene simulation. To achieve this, we present MATRIX, a novel social scene simulator that emulates realistic scenes around a user's input query, enabling the LLM to take social consequences into account …

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