@article{jialong2026,
title = {HELM: Steering Long-Horizon Agents with Learned Hierarchical Memory and Epistemic Governance},
author = {Liu, Jialong and Shi, Yuling and Li, Zuchao and Wang, Ping},
journal = {Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing},
year = {2026},
month = {Jan},
doi = {10.18653/2026.emnlp-main.721},
url = {https://doi.org/10.18653/2026.emnlp-main.721},
}
Liu, Jialong et al. (2026). HELM: Steering Long-Horizon Agents with Learned Hierarchical Memory and Epistemic Governance. Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing. https://doi.org/10.18653/2026.emnlp-main.721
Liu, Jialong, et al.. "HELM: Steering Long-Horizon Agents with Learned Hierarchical Memory and Epistemic Governance." Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing, 2026, https://doi.org/10.18653/2026.emnlp-main.721.
Liu, Jialong, et al.. "HELM: Steering Long-Horizon Agents with Learned Hierarchical Memory and Epistemic Governance." Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing (2026). https://doi.org/10.18653/2026.emnlp-main.721
Liu, Jialong et al., 2026. HELM: Steering Long-Horizon Agents with Learned Hierarchical Memory and Epistemic Governance. Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing. Available at: <https://doi.org/10.18653/2026.emnlp-main.721>.
TY - JOUR
TI - HELM: Steering Long-Horizon Agents with Learned Hierarchical Memory and Epistemic Governance
AU - Liu, Jialong
AU - Shi, Yuling
AU - Li, Zuchao
AU - Wang, Ping
PY - 2026
JO - Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing
DO - 10.18653/2026.emnlp-main.721
UR - https://doi.org/10.18653/2026.emnlp-main.721
ER -