The text-package: An R-package for analyzing and visualizing human language using natural language processing and transformers.

ABSTRACT: The language that individuals use for expressing themselves contains rich psychological information. Recent significant advances in Natural Language Processing (NLP) and Deep Learning (DL), namely transformers, have resulted in large performance gains in tasks related to understanding natural language. However, these state-of-the-art methods have not yet been made easily accessible for psychology researchers, nor designed to be optimal for human-level analyses. This tutorial introduces text (https://r-text.org/), a new R-package for analyzing and visualizing human language using transformers, the latest techniques from NLP and DL. The text-package is both a modular solution for accessing state-of-the-art language models and an end-to-end solution catered for human-level analyses. Hence, te

SUBMITTER: Kjell O 

PROVIDER: S-EPMC12803442 | biostudies-literature | 2023 Dec

REPOSITORIES: biostudies-literature