Beyond transparency and explainability: on the need for adequate and contextualized user guidelines for LLM use

Author:

Barman Kristian GonzálezORCID,Wood Nathan,Pawlowski Pawel

Publisher

Springer Science and Business Media LLC

Reference69 articles.

1. Abid, A., Farooqi, M., & Zou, J. (2021). Large language models associate Muslims with violence. Nature Machine Intelligence, 3(6), 461–463.

2. Agarwal, V., Thureja, N., Garg, M. K., Dharmavaram, S., & Kumar, D. (2024). “Which LLM should I use?”: Evaluating LLMs for tasks performed by Undergraduate Computer Science Students in India. Preprint retrieved from arXiv:2402.01687.

3. Arrieta, A. B., Díaz-Rodríguez, N., Del Ser, J., Bennetot, A., Tabik, S., Barbado, A., ... & Herrera, F. (2020). Explainable artificial intelligence (XAI): concepts, taxonomies, opportunities and challenges toward responsible AI. Information fusion, 58, 82–115.

4. Augenstein, I., Baldwin, T., Cha, M., Chakraborty, T., Ciampaglia, G. L., Corney, D., ... & Zagni, G. (2023). Factuality challenges in the era of large language models. Preprint retrieved from arXiv:2310.05189.

5. Barman, D., Guo, Z., & Conlan, O. (2024). The dark side of language models: Exploring the potential of LLMs in multimedia disinformation generation and dissemination. Machine Learning with Applications, 16, 100545.

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