Rosalind Picard — accepted AI-conference papers

2022

DISSECT: Disentangled Simultaneous Explanations via Concept Traversals

Asma Ghandeharioun, Been Kim, Chun-Liang Li, Brendan Jou, Brian Eoff, Rosalind Picard

ICLR 2022poster

Explaining deep learning model inferences is a promising venue for scientific understanding, improving safety, uncovering hidden biases, evaluating fairness, and beyond, as argued by many scholars. One of the principal benefits of counterfactual explanations is allowing users to explore "what-if" sc…

Cited by 64 Source ↗PDF ↗code ↗Scholar ↗

2019

Approximating Interactive Human Evaluation with Self-Play for Open-Domain Dialog Systems

Asma Ghandeharioun, Judy Hanwen Shen, Natasha Jaques, Craig Ferguson, Noah Jones, Agata Lapedriza +1

NeurIPS 2019poster

Building an open-domain conversational agent is a challenging problem. Current evaluation methods, mostly post-hoc judgments of static conversation, do not capture conversation quality in a realistic interactive context. In this paper, we investigate interactive human evaluation and provide evidence…

Cited by 120 Source ↗PDF ↗code ↗Scholar ↗