arXiv:2411.05379cs.CL2024-11被引 5

新概念如何高效表达?研究发现重用与组合词汇更优。

Word reuse and combination support efficient communication of emerging concepts

  • 从信息论视角统一解释词汇重用与组合的机制
  • 百年语言数据验证:组合词比非字面词更高效
  • 适合对语言演化、认知科学感兴趣的读者

词典的核心功能之一是通过词汇化过程表达随时间涌现的新概念。最常见的策略是现有词汇的重用与组合,但二者通常在词义扩展和构词学中被分别研究。本文提出一种信息论框架,指出两种策略受沟通效率权衡的制约:重用降低词长但牺牲精确性,组合提升信息量却增加词长。我们在英语、法语和芬兰语过去一个世纪的大量重用词与复合词数据上验证该假设,发现实际出现的词汇形式比假设构造方式更具沟通效率,且字面重用词和复合词均优于非字面形式。结果表明,重用与组合共同支持以高效沟通为基础的统一词汇化理论。

原文摘要 · Abstract (English)

A key function of the lexicon is to express novel concepts as they emerge over time through a process known as lexicalization. The most common lexicalization strategies are the reuse and combination of existing words, but they have typically been studied separately in the areas of word meaning extension and word formation. Here we offer an information-theoretic account of how both strategies are constrained by a fundamental tradeoff between competing communicative pressures: word reuse tends to preserve the average length of word forms at the cost of less precision, while word combination tends to produce more informative words at the expense of greater word length. We test our proposal against a large dataset of reuse items and compounds that appeared in English, French and Finnish over the past century. We find that these historically emerging items achieve higher levels of communicative efficiency than hypothetical ways of constructing the lexicon, and both literal reuse items and compounds tend to be more efficient than their non-literal counterparts. These results suggest that reuse and combination are both consistent with a unified account of lexicalization grounded in the theory of efficient communication.

语言演化词汇化信息论

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