Skip to content
Tech News
← Back to articles

The shrinking landscape of linguistic diversity in the age of LLMs

read original more articles
Why This Matters

The article highlights how large language models (LLMs) are contributing to a decline in linguistic diversity, potentially impacting cultural richness and individual expression. As LLMs become more integrated into communication platforms, there is a risk of homogenizing language and eroding unique linguistic identities. This trend underscores the importance of preserving linguistic diversity amidst rapid technological advancements in natural language processing.

Key Takeaways

Orwell, G. Nineteen Eighty-Four 69–70 (Penguin Books, 1949).

Park, G. et al. Automatic personality assessment through social media language. J. Pers. Soc. Psychol. 108, 934–952 (2015).

Oberlander, J. & Gill, A. J. Language with character: a stratified corpus comparison of individual differences in e-mail communication. Discourse Process. 42, 239–270 (2006).

Moreno, J. D., Martinez-Huertas, J. A., Olmos, R., Jorge-Botana, G. & Botella, J. Can personality traits be measured analyzing written language? A meta-analytic study on computational methods. Pers. Individ. Dif. 177, 110818 (2021).

Mairesse, F., Walker, M. A., Mehl, M. R. & Moore, R. K. Using linguistic cues for the automatic recognition of personality in conversation and text. J. Artif. Intell. Res. 30, 457–500 (2007).

Schwartz, H. A. et al. Personality, gender, and age in the language of social media: the open-vocabulary approach. PLoS ONE 8, 73791 (2013).

Kramsch, C. Language and culture. AILA Rev. 27, 30–55 (2014).

Gumperz, J. The speech community. Int. Encycl. Soc. Sci. 9, 381–386 (1968).

Nguyen, D. & Rosé, C. P. Language use as a reflection of socialization in online communities. In Proc. Workshop on Language in Social Media (eds Nagarajan, M. & Gamon, M.) 76–85 (Association for Computational Linguistics, 2011).

Bamman, D., Eisenstein, J. & Schnoebelen, T. Gender identity and lexical variation in social media. J. Socioling. 18, 135–160 (2014).

... continue reading