Texts Come from People - How Demographic Factors Influence NLP

Explore the intersection of sociolinguistics and natural language processing in this 52-minute lecture by Dirk Hovy from the University of Copenhagen. Delve into how demographic factors influence language use and the implications for NLP systems. Examine the assumptions that language is primarily for information and that all demographic groups use language similarly. Discover ongoing research into large-scale statistical analysis of demographic language variation and its impact on NLP system performance and fairness. Learn how incorporating demographic information can address biases and improve adaptation in NLP applications. Gain insights from Hovy's background in sociolinguistics and NLP, including his work on lexical semantics and non-standard language.

Texts Come from People – how Demographic Factors Influence NLP - Dirk Hovy (U of Copenhagen) - 2015