Gilpin, Leilani H.

Explaining Explanations: An Overview of Interpretability of Machine Learning

Gilpin, L. H., Bau, D., Yuan, B. Z., Bajwa, A., Specter, M., & Kagal, L. (2018) · 2018 IEEE 5th International Conference on Data Science and Advanced Analytics (DSAA)

Explainable Artificial Intelligence (XAI)Software Testing and Debugging Techniques

Cited by 2,507

Explaining Explanations to Society

Gilpin, L. H., Testart, C., Fruchter, N., & Adebayo, J. (2019) · arXiv

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 28

Can Large Language Models Explain Themselves? A Study of LLM-Generated Self-Explanations

Huang, S., Mamidanna, S., Jangam, S., Zhou, Y., & Gilpin, L. H. (2023) · arXiv

Explainable Artificial Intelligence (XAI)Topic Modeling

Cited by 22

ProSLM: A Prolog Synergized Language Model for explainable Domain Specific Knowledge Based Question Answering

Vakharia, P., Kufeldt, A., Meyers, M., Lane, I., & Gilpin, L. H. (2024) · Lecture Notes in Computer Science

Explainable Artificial Intelligence (XAI)Logic, Reasoning, and Knowledge

Cited by 5