2025
Develop AI Agents for System Engineering in Factorio.
CoRR, February, 2025

2024
Polaris: A Safety-focused LLM Constellation Architecture for Healthcare.
CoRR, 2024

HelpSteer: Multi-attribute Helpfulness Dataset for SteerLM.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

2022
The Road to General Intelligence, 2
Studies in Computational Intelligence 1049, Springer, ISBN: 978-3-031-08019-7, 2022

2021
PrefixRL: Optimization of Parallel Prefix Circuits using Deep Reinforcement Learning.
Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

End-to-End Training of Neural Retrievers for Open-Domain Question Answering.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
Adversarial Policies: Attacking Deep Reinforcement Learning.
Proceedings of the 8th International Conference on Learning Representations, 2020

2019
Synthetic Datasets for Neural Program Synthesis.
Proceedings of the 7th International Conference on Learning Representations, 2019

2018
Practical Text Classification With Large Pre-Trained Language Models.
CoRR, 2018

Recent Advances in Neural Program Synthesis.
CoRR, 2018