一个独立的辩论系统
Noam Slonim1, Yonatan Bilu2, Carlos Alzate3
1IBM Research AI, Haifa, Israel. noams@il.ibm.com.
Nature
|March 18, 2021
概括
人工智能 (AI) 研究人员开发了Project Debater,一个用于人类-AI辩论的自主系统. 虽然人工智能在游戏中表现出色,但类似人类的论证需要新的方法.
科学领域:
- 计算机科学
- 人工智能
- 计算语言学
背景情况:
- 论证和辩论是人类的核心智能能力.
- 计算论证是一个新兴的人工智能研究学科.
- 之前的AI"大挑战"集中在游戏上,而不是微妙的人际交互.
研究的目的:
- 推出一个能够与人类进行竞争性辩论的人工智能系统 - - Project Debater.
- 评估系统的架构,性能和各种主题的能力.
- 探索游戏中的人工智能与人类类论证中的人工智能之间的区别.
主要方法:
- 开发了一个自主辩论系统 (Project Debater).
- 在各种辩论主题上进行系统评估.
- 在公开辩论中对人类辩论专家进行记录的表现.
主要成果:
- 项目辩论者表现出参与竞争性辩论的能力.
- 系统的架构和性能被系统地评估.
- 人类的辩论者在细微的论证中仍然具有优势.
结论:
- 与游戏相比, 人工智能面临着独特的挑战.
- 目前的人工智能模式可能不足以在人类层面进行论证.
- 要在复杂的人际交往中推进人工智能,
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