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Peter Hase
Název
Citace
Citace
Rok
Evaluating explainable AI: Which algorithmic explanations help users predict model behavior?
P Hase, M Bansal
arXiv preprint arXiv:2005.01831, 2020
1292020
Interpretable image recognition with hierarchical prototypes
P Hase, C Chen, O Li, C Rudin
Proceedings of the AAAI Conference on Human Computation and Crowdsourcing 7 …, 2019
582019
When can models learn from explanations? a formal framework for understanding the roles of explanation data
P Hase, M Bansal
arXiv preprint arXiv:2102.02201, 2021
252021
Leakage-adjusted simulatability: Can models generate non-trivial explanations of their behavior in natural language?
P Hase, S Zhang, H Xie, M Bansal
arXiv preprint arXiv:2010.04119, 2020
252020
Fastif: Scalable influence functions for efficient model interpretation and debugging
H Guo, NF Rajani, P Hase, M Bansal, C Xiong
arXiv preprint arXiv:2012.15781, 2020
212020
The Out-of-Distribution Problem in Explainability and Search Methods for Feature Importance Explanations
P Hase, H Xie, M Bansal
Advances in Neural Information Processing Systems 34, 2021
152021
Do language models have beliefs? methods for detecting, updating, and visualizing model beliefs
P Hase, M Diab, A Celikyilmaz, X Li, Z Kozareva, V Stoyanov, M Bansal, ...
arXiv preprint arXiv:2111.13654, 2021
82021
Grips: Gradient-free, edit-based instruction search for prompting large language models
A Prasad, P Hase, X Zhou, M Bansal
arXiv preprint arXiv:2203.07281, 2022
62022
Shall i compare thee to a machine-written sonnet? an approach to algorithmic sonnet generation
J Benhardt, P Hase, L Zhu, C Rudin
arXiv preprint arXiv:1811.05067, 2018
42018
Low-cost algorithmic recourse for users with uncertain cost functions
P Yadav, P Hase, M Bansal
arXiv preprint arXiv:2111.01235, 2021
22021
Summarization Programs: Interpretable Abstractive Summarization with Neural Modular Trees
S Saha, S Zhang, P Hase, M Bansal
arXiv preprint arXiv:2209.10492, 2022
2022
VisFIS: Visual Feature Importance Supervision with Right-for-the-Right-Reason Objectives
Z Ying, P Hase, M Bansal
arXiv preprint arXiv:2206.11212, 2022
2022
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Články 1–12