Constructive Approach to Bidirectional Influence between Qualia Structure and Language Emergence
Tadahiro Taniguchi, Masafumi Oizumi, Noburo Saji, Takato Horii, Naotsugu Tsuchiya
- 发表年份
- 2024
- 访问权限
- 开放获取
摘要
This perspective paper explores the bidirectional influence between language emergence and the relational structure of subjective experiences, termed qualia structure, and lays out a constructive approach to the intricate dependency between the two. We hypothesize that the emergence of languages with distributional semantics (e.g., syntactic-semantic structures) is linked to the coordination of internal representations shaped by experience, potentially facilitating more structured language through reciprocal influence. This hypothesized mutual dependency connects to recent advancements in AI and symbol emergence robotics, and is explored within this paper through theoretical frameworks such as the collective predictive coding. Computational studies show that neural network-based language models form systematically structured internal representations, and multimodal language models can share representations between language and perceptual information. This perspective suggests that language emergence serves not only as a mechanism creating a communication tool but also as a mechanism for allowing people to realize shared understanding of qualitative experiences. The paper discusses the implications of this bidirectional influence in the context of consciousness studies, linguistics, and cognitive science, and outlines future constructive research directions to further explore this dynamic relationship between language emergence and qualia structure.
关键词
相关论文
面向学习与规划的并行可微可达性:具有认证神经动力学与控制器的系统
Keyi Shen, Glen Chou
2026
人工智能增强的智能焊接岛:基础模型革新制造业
Xiwei Wu, Wei Wu, Qiqi Chen 等 9 位作者
Robotics and Computer-Integrated Manufacturing · 2026
基于深度强化学习和动态图神经网络的多任务机器人调度代理
Hedi Boukamcha, Anas Neumann, Monia Rekik 等 6 位作者
Robotics and Computer-Integrated Manufacturing · 2026
基于微调与AAS增强检索的LLM驱动自动化DFA评估
Jiaxin Liu, Xiaofeng Zhou, Suyang Yu 等 8 位作者
Robotics and Computer-Integrated Manufacturing · 2026