Throughout history, scholars and laypeople alike have believed that our words contain subtle clues about what we are like as people, psychologically speaking. However, the ways in which language has been used to infer psychological processes has seen dramatic shifts over time and, with modern computational technologies and digital data sources, we are on the verge of a massive revolution in language analysis research. In this article, we discuss the past and current states of research at the intersection of language analysis and psychology, summarizing the central successes and shortcomings of psychological text analysis to date. We additionally outline and discuss a critical need for language analysis practitioners in the social sciences to expand their view of verbal behavior. Lastly, we discuss the trajectory of interdisciplinary research on language and the challenges of integrating analysis methods across paradigms, recommending promising future directions for the field along the way.

中文翻译：

---

自然语言分析和言语行为心理学：该领域的过去、现在和未来状态

纵观历史，学者和外行人都相信，我们的话语包含了关于我们作为人的心理的微妙线索。然而，语言用于推断心理过程的方式随着时间的推移发生了巨大变化，并且借助现代计算技术和数字数据源，我们正处于语言分析研究的大规模革命的边缘。在本文中，我们讨论了语言分析和心理学交叉领域的研究过去和现在的状态，总结了迄今为止心理文本分析的主要成功和不足。我们还概述并讨论了社会科学中语言分析从业者扩展他们对言语行为的看法的迫切需求。最后，