Can a MISL Fly? Analysis and Ingredients for Mutual Information Skill Learning.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025
Language-Guided World Models: A Model-Based Approach to AI Control.
CoRR, 2024
Scaling Laws for Imitation Learning in NetHack.
CoRR, 2023
Multi-Stage Episodic Control for Strategic Exploration in Text Games.
Proceedings of the Tenth International Conference on Learning Representations, 2022
Differentially Private Language Models Benefit from Public Pre-training.
CoRR, 2020
Generative Modeling for Atmospheric Convection.
CoRR, 2020
Gradient-based Analysis of NLP Models is Manipulable.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020
Generative Modeling of Atmospheric Convection.
Proceedings of the CI 2020: 10th International Conference on Climate Informatics, 2020
AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019