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Jens Tuyls
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Year
AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models
E Wallace, J Tuyls, J Wang, S Subramanian, M Gardner, S Singh
EMNLP Demo, 2019
1432019
Gradient-based Analysis of NLP Models is Manipulable
J Wang, J Tuyls, E Wallace, S Singh
EMNLP Findings 2020, 2020
552020
Differentially Private Language Models Benefit from Public Pre-training
G Kerrigan, D Slack, J Tuyls
Proceedings of the Second Workshop on Privacy in NLP, 2020
442020
Multi-Stage Episodic Control for Strategic Exploration in Text Games
J Tuyls, S Yao, S Kakade, K Narasimhan
ICLR 2022, 2022
162022
Generative modeling of atmospheric convection
G Mooers, J Tuyls, S Mandt, M Pritchard, TG Beucler
Proceedings of the 10th international conference on climate informatics, 98-105, 2020
92020
Scaling Laws for Imitation Learning in NetHack
J Tuyls, D Madeka, K Torkkola, D Foster, K Narasimhan, S Kakade
arXiv preprint arXiv:2307.09423, 2023
32023
Language-Guided World Models: A Model-Based Approach to AI Control
A Zhang, K Nguyen, J Tuyls, A Lin, K Narasimhan
arXiv preprint arXiv:2402.01695, 2024
2024
Toward Generative Superparameterized Updrafts with Variational Autoencoder Interpretability
G Mooers, S Mandt, M Pritchard, T Beucler, J Tuyls, K Mukkavilli
101st American Meteorological Society Annual Meeting, 2021
2021
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Articles 1–8