Citation map · Study

SZodixStudyAcademic Library

Shelves Open access

Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated

Using Machine Learning to Uncover the Semantics of Concepts: How Well Do Typicality Measures Extracted from a BERT Text Classifier Match Human Judgments of Genre Typicality?

12 references·7 citing·52 second hopsampled

FromToDepth

this work references cited by second hop· second hop is a sample of the most-cited connections

References

1997Culture and Cognition3,239 cited
1999The Categorical Imperative: Securities Analysts and the Illegitimacy Discount2,182 cited
2013Exploiting affinities between topic modeling and the sociological perspective on culture: Application to newspaper coverage of U.S. government arts funding1,151 cited
1991The adaptive nature of human categorization.1,068 cited
2018Word embeddings quantify 100 years of gender and ethnic stereotypes1,064 cited
1995Rivalry and the Industry Model of Scottish Knitwear Producers914 cited
2019The Geometry of Culture: Analyzing the Meanings of Class through Word Embeddings675 cited
2006Jacks of All Trades and Masters of None: Audiences' Reactions to Spanning Genres in Feature Film Production629 cited
2009Multiple Category Memberships in Markets: An Integrative Theory and Two Empirical Tests539 cited
2000The Emergence of Organizational Forms: A Community Ecology Approach456 cited
2018Measuring Technological Innovation over the Long Run444 cited
2010Partiality of Memberships in Categories and Audiences251 cited

Cited by

2023Uncovering the semantics of concepts using GPT-483 cited
2025Positioning Political Texts with Large Language Models by Asking and Averaging61 cited

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

2024In Silico Sociology: Forecasting COVID-19 Polarization with Large Language Models44 cited

2025Integrating Generative Artificial Intelligence into Social Science Research: Measurement, Prompting, and Simulation39 cited

2023Social media feedback and extreme opinion expression18 cited

2023The Stickiness of Category Labels: Audience Perception and Evaluation of Producer Repositioning in Creative Markets8 cited

2024Mining for Meaning : using computational text analysis for social inquiry3 cited