Advancing Automated Content Analysis for a New Era of Media Effects Research: The Key Role of Transfer Learning
Author:
Affiliation:
1. Amsterdam School of Communication Research (ASCoR), University of Amsterdam, Amsterdam, Netherlands
2. Department of Communication Science, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
Publisher
Informa UK Limited
Subject
Communication
Link
https://www.tandfonline.com/doi/pdf/10.1080/19312458.2023.2261372
Reference87 articles.
1. Abid, A., Farooqi, M., & Zou, J. (2021, May 19 - 21). Persistent anti-Muslim bias in large language models. In Proceedings of the 2021 aaai/acm conference on ai, ethics, and society, Virtual Event USA (pp. 298–306).
2. Transformer models for text-based emotion detection: a review of BERT-based approaches
3. Arango, A., Pérez, J., & Poblete, B. (2019). Hate speech detection is not as easy as you may think: A closer look at model validation. In Proceedings of the 42nd international acm sigir conference on research and development in information retrieval, Paris France (pp. 45–54).
4. Understanding Political News Media Consumption with Digital Trace Data and Natural Language Processing
5. Barlas, G., & Stamatatos, E. (2020). Cross-domain authorship attribution using pre-trained language models. In I. Maglogiannis, L. Iliadis, & E. Pimenidis (Eds.), Artificial Intelligence Applications and Innovations (pp. 255–266). New York: Springer International Publishing.
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