Investigating Information-Theoretic Properties of the Typology of Spatial Demonstratives

Sihan Chen, Richard Futrell, Kyle Mahowald
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Abstract

Using data from Nintemann et al. (2020), we explore the variability in complexity and informativity across spatial demonstrative systems using spatial deictic lexicons from 223 languages. We argue from an information-theoretic perspective (Shannon, 1948) that spatial deictic lexicons are efficient in communication, balancing informativity and complexity. Specifically, we find that under an appropriate choice of cost function and need probability over meanings, among all the 21146 theoretically possible spatial deictic lexicons, those adopted by real languages lie near an efficient frontier. Moreover, we find that the conditions that the need probability and the cost function need to satisfy are consistent with the cognitive science literature regarding the source-goal asymmetry. We also show that the data are better explained by introducing a notion of systematicity, which is not currently accounted for in Information Bottleneck approaches to linguistic efficiency.
空间指示语类型的信息论性质研究
利用Nintemann等人(2020)的数据,我们使用来自223种语言的空间指示词汇,探索了空间指示系统在复杂性和信息性方面的差异。我们从信息论的角度(Shannon, 1948)论证了空间指示性词汇在交际中是有效的,它平衡了信息性和复杂性。具体而言,我们发现在合理选择成本函数和意义需要概率的情况下,在21146个理论上可能存在的空间指示词汇中,实际语言所采用的空间指示词汇接近于有效边界。此外,我们发现需求概率和成本函数需要满足的条件与认知科学文献中关于源-目标不对称的观点一致。我们还表明,通过引入系统性的概念可以更好地解释这些数据,这在语言效率的“信息瓶颈”方法中目前还没有考虑到。
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