1 code implementation • EMNLP (LaTeCHCLfL, CLFL, LaTeCH) 2021 • Mikael Brunila, Jack LaViolette
Despite the increasing popularity of NLP in the humanities and social sciences, advances in model performance and complexity have been accompanied by concerns about interpretability and explanatory power for sociocultural analysis.
no code implementations • 23 Oct 2023 • Mikael Brunila, Jack LaViolette, Sky CH-Wang, Priyanka Verma, Clara Féré, Grant McKenzie
Critical toponymy examines the dynamics of power, capital, and resistance through place names and the sites to which they refer.
no code implementations • NAACL 2022 • Mikael Brunila, Jack LaViolette
The power of word embeddings is attributed to the linguistic theory that similar words will appear in similar contexts.
no code implementations • 14 Oct 2021 • Mikael Brunila, Jack LaViolette
Despite the increasing popularity of NLP in the humanities and social sciences, advances in model performance and complexity have been accompanied by concerns about interpretability and explanatory power for sociocultural analysis.
no code implementations • EACL (AdaptNLP) 2021 • Mikael Brunila, Rosie Zhao, Andrei Mircea, Sam Lumley, Renee Sieber
Social media such as Twitter provide valuable information to crisis managers and affected people during natural disasters.