Let's Negotiate! 协商对话系统综述
Let's Negotiate! A Survey of Negotiation Dialogue Systems
AI总结：
该综述针对协商对话系统领域缺乏系统性梳理的空白，调研了该领域近期研究的基准、评估与方法，探讨了多模态等未来方向，为学界提供系统概览并启发后续研究。
摘要：
协商是人类交流中的一项关键能力。近年来，协商对话系统领域的研究兴趣再度兴起，其目标是打造能够协助人们化解冲突或达成共识的智能体。尽管学界已针对协商对话系统开展了诸多探索，但迄今为止尚未有对该任务的系统性综述。我们旨在填补这一空白，调研协商对话系统领域的近期研究，覆盖文献中的基准数据集、评估方法与技术方案。我们还探讨了潜在的未来研究方向，包括多模态、多方及跨文化协商场景。本研究的目标是为学界提供协商对话系统的系统性概览，并启发未来的研究工作。
英文摘要：
Negotiation is a crucial ability in human communication. Recently, there has been a resurgent research interest in negotiation dialogue systems, whose goal is to create intelligent agents that can assist people in resolving conflicts or reaching agreements. Although there have been many explorations into negotiation dialogue systems, a systematic review of this task has not been performed to date. We aim to fill this gap by investigating recent studies in the field of negotiation dialogue systems, and covering benchmarks, evaluations and methodologies within the literature. We also discuss potential future directions, including multi-modal, multi-party and cross-cultural negotiation scenarios. Our goal is to provide the community with a systematic overview of negotiation dialogue systems and to inspire future research.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
