Publications

Selected Publications

2024

Mitchell, E., Chen, S., & Park, J. (2024). “Towards More Interpretable Language Models: A Multi-Modal Approach.” Nature Machine Intelligence, 6(3), 234-248.

Rodriguez, M., Mitchell, E., & Williams, K. (2024). “Ethical Considerations in Large-Scale AI Deployment.” Proceedings of the ACM Conference on Fairness, Accountability, and Transparency (FAccT), 112-125.

2023

Mitchell, E. & Thompson, R. (2023). “Human-AI Collaboration in Creative Tasks: An Empirical Study.” ACM Transactions on Computer-Human Interaction, 30(4), Article 52.

Lee, A., Mitchell, E., & Patel, N. (2023). “Bridging the Gap: Transfer Learning for Low-Resource Languages.” Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL), 1567-1582.

2022

Mitchell, E., Garcia, L., & Kim, Y. (2022). “Context-Aware Semantic Parsing for Conversational Agents.” Computational Linguistics, 48(2), 301-345.

Thompson, R., Mitchell, E., & Anderson, B. (2022). “Evaluating Bias in Neural Language Models: A Comprehensive Framework.” Journal of Artificial Intelligence Research, 73, 1245-1289.

Book Chapters

Mitchell, E. (2023). “The Future of Human-Computer Interaction.” In Advances in Artificial Intelligence (pp. 45-78). Cambridge University Press.

Mitchell, E. & Henderson, J. (2021). “Natural Language Understanding: From Theory to Practice.” In Handbook of Computational Linguistics (pp. 234-267). Oxford University Press.

Conference Presentations

• Keynote Speaker, International Conference on Machine Learning (ICML), 2024
• Invited Talk, NeurIPS Workshop on Responsible AI, 2023
• Panel Discussion, ACL Conference on Ethics in NLP, 2023

For a complete list of publications, please see my Google Scholar profile.