CaptchaMind: Training CAPTCHA Solvers via Reinforcement Learning with Explicit Reasoning Supervision

@article{pengcheng2026,
  title = {CaptchaMind: Training CAPTCHA Solvers via Reinforcement Learning with Explicit Reasoning Supervision},
  author = {Wang, Pengcheng and Liu, Haoxiang and Dai, Yang and Zeng, Xiangxiang and Chen, Guanhua and Hu, Baotian and Wang, Longyue and Luo, Weihua},
  journal = {Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing},
  year = {2026},
  month = {Jan},
  doi = {10.18653/2026.emnlp-main.1140},
  url = {https://doi.org/10.18653/2026.emnlp-main.1140},
}

Wang, Pengcheng et al. (2026). CaptchaMind: Training CAPTCHA Solvers via Reinforcement Learning with Explicit Reasoning Supervision. Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing. https://doi.org/10.18653/2026.emnlp-main.1140

Wang, Pengcheng, et al.. "CaptchaMind: Training CAPTCHA Solvers via Reinforcement Learning with Explicit Reasoning Supervision." Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing, 2026, https://doi.org/10.18653/2026.emnlp-main.1140.

Wang, Pengcheng, et al.. "CaptchaMind: Training CAPTCHA Solvers via Reinforcement Learning with Explicit Reasoning Supervision." Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing (2026). https://doi.org/10.18653/2026.emnlp-main.1140

Wang, Pengcheng et al., 2026. CaptchaMind: Training CAPTCHA Solvers via Reinforcement Learning with Explicit Reasoning Supervision. Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing. Available at: <https://doi.org/10.18653/2026.emnlp-main.1140>.

TY  - JOUR
TI  - CaptchaMind: Training CAPTCHA Solvers via Reinforcement Learning with Explicit Reasoning Supervision
AU  - Wang, Pengcheng
AU  - Liu, Haoxiang
AU  - Dai, Yang
AU  - Zeng, Xiangxiang
AU  - Chen, Guanhua
AU  - Hu, Baotian
AU  - Wang, Longyue
AU  - Luo, Weihua
PY  - 2026
JO  - Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing
DO  - 10.18653/2026.emnlp-main.1140
UR  - https://doi.org/10.18653/2026.emnlp-main.1140
ER  -