@article{yucan2026,
title = {HiDiffTIR: Hierarchical Difficulty-Aware Policy Optimization for Multi-Turn Tool-Integrated Reasoning},
author = {Guo, Yucan and Wang, Xiaohan and Su, Miao and Guan, Saiping and Hou, Zhongni and Chai, Jiajun and Lin, Wei and Yin, Guojun and Jin, Xiaolong and Guo, Jiafeng and Cheng, Xueqi},
journal = {Findings of the Association for Computational Linguistics: EMNLP 2026},
year = {2026},
month = {Jan},
doi = {10.18653/2026.findings-emnlp.299},
url = {https://doi.org/10.18653/2026.findings-emnlp.299},
}
Guo, Yucan et al. (2026). HiDiffTIR: Hierarchical Difficulty-Aware Policy Optimization for Multi-Turn Tool-Integrated Reasoning. Findings of the Association for Computational Linguistics: EMNLP 2026. https://doi.org/10.18653/2026.findings-emnlp.299
Guo, Yucan, et al.. "HiDiffTIR: Hierarchical Difficulty-Aware Policy Optimization for Multi-Turn Tool-Integrated Reasoning." Findings of the Association for Computational Linguistics: EMNLP 2026, 2026, https://doi.org/10.18653/2026.findings-emnlp.299.
Guo, Yucan, et al.. "HiDiffTIR: Hierarchical Difficulty-Aware Policy Optimization for Multi-Turn Tool-Integrated Reasoning." Findings of the Association for Computational Linguistics: EMNLP 2026 (2026). https://doi.org/10.18653/2026.findings-emnlp.299
Guo, Yucan et al., 2026. HiDiffTIR: Hierarchical Difficulty-Aware Policy Optimization for Multi-Turn Tool-Integrated Reasoning. Findings of the Association for Computational Linguistics: EMNLP 2026. Available at: <https://doi.org/10.18653/2026.findings-emnlp.299>.
TY - JOUR
TI - HiDiffTIR: Hierarchical Difficulty-Aware Policy Optimization for Multi-Turn Tool-Integrated Reasoning
AU - Guo, Yucan
AU - Wang, Xiaohan
AU - Su, Miao
AU - Guan, Saiping
AU - Hou, Zhongni
AU - Chai, Jiajun
AU - Lin, Wei
AU - Yin, Guojun
AU - Jin, Xiaolong
AU - Guo, Jiafeng
AU - Cheng, Xueqi
PY - 2026
JO - Findings of the Association for Computational Linguistics: EMNLP 2026
DO - 10.18653/2026.findings-emnlp.299
UR - https://doi.org/10.18653/2026.findings-emnlp.299
ER -