Valerie Chen
Orcid: 0009-0007-2783-0265
According to our database1,
Valerie Chen
authored at least 21 papers
between 2019 and 2024.
Collaborative distances:
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Bibliography
2024
The RealHumanEval: Evaluating Large Language Models' Abilities to Support Programmers.
CoRR, 2024
On the Importance of Application-Grounded Experimental Design for Evaluating Explainable ML Methods.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Patterns, July, 2023
Understanding the Role of Human Intuition on Reliance in Human-AI Decision-Making with Explanations.
Proc. ACM Hum. Comput. Interact., 2023
CoRR, 2023
AdvisingNets: Learning to Distinguish Correct and Wrong Classifications via Nearest-Neighbor Explanations.
CoRR, 2023
A Case Study on Designing Evaluations of ML Explanations with Simulated User Studies.
CoRR, 2023
FeedbackLogs: Recording and Incorporating Stakeholder Feedback into Machine Learning Pipelines.
Proceedings of the 3rd ACM Conference on Equity and Access in Algorithms, 2023
Are Model Explanations Useful in Practice? Rethinking How to Support Human-ML Interactions.
Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society, 2023
2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
2021
CoRR, 2021
Ask Your Humans: Using Human Instructions to Improve Generalization in Reinforcement Learning.
Proceedings of the 9th International Conference on Learning Representations, 2021
2020
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020
2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
Proceedings of the 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2019