@article{ping2026,
title = {From Passive Response to Proactive Correction: Enhancing LLM Robustness Against Input Fact Perturbations},
author = {Wang, Ping and Sun, Xiangguo and Xu, Bingbing and Li, Guocong and Meng, Xiaofeng},
journal = {Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing},
year = {2026},
month = {Jan},
doi = {10.18653/2026.emnlp-main.33},
url = {https://doi.org/10.18653/2026.emnlp-main.33},
}
Wang, Ping et al. (2026). From Passive Response to Proactive Correction: Enhancing LLM Robustness Against Input Fact Perturbations. Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing. https://doi.org/10.18653/2026.emnlp-main.33
Wang, Ping, et al.. "From Passive Response to Proactive Correction: Enhancing LLM Robustness Against Input Fact Perturbations." Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing, 2026, https://doi.org/10.18653/2026.emnlp-main.33.
Wang, Ping, et al.. "From Passive Response to Proactive Correction: Enhancing LLM Robustness Against Input Fact Perturbations." Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing (2026). https://doi.org/10.18653/2026.emnlp-main.33
Wang, Ping et al., 2026. From Passive Response to Proactive Correction: Enhancing LLM Robustness Against Input Fact Perturbations. Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing. Available at: <https://doi.org/10.18653/2026.emnlp-main.33>.
TY - JOUR
TI - From Passive Response to Proactive Correction: Enhancing LLM Robustness Against Input Fact Perturbations
AU - Wang, Ping
AU - Sun, Xiangguo
AU - Xu, Bingbing
AU - Li, Guocong
AU - Meng, Xiaofeng
PY - 2026
JO - Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing
DO - 10.18653/2026.emnlp-main.33
UR - https://doi.org/10.18653/2026.emnlp-main.33
ER -