Word Choice

Word choice, encompassing both the selection of individual words and their arrangement in phrases, is a crucial area of linguistic research focusing on understanding its impact on meaning, interpretation, and communication. Current research employs various computational models, including those based on contextual word embeddings and attention mechanisms, to analyze word sense disambiguation, detect novel word usages, and even improve writing assistance by suggesting better word choices. These advancements have implications for diverse fields, from improving the interpretability of machine learning models to enhancing human-computer interaction and understanding the nuances of communication in various contexts, such as public speaking.