Don't Guess, Ask Wisely: Benchmarking and Training Proactive Elicitation in Open-Domain LLM Conversations

@article{rongyu2026,
  title = {Don't Guess, Ask Wisely: Benchmarking and Training Proactive Elicitation in Open-Domain LLM Conversations},
  author = {Zhang, Rongyu and Bao, Mutian and Zhang, Jinjian and Du, Yuetian and Xu, He and Zhou, Wei and Zhu, Xiaojun and Kong, Ming and Liu, Jie and Mo, Linjian and Zhu, Qiang},
  journal = {Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing},
  year = {2026},
  month = {Jan},
  doi = {10.18653/2026.emnlp-main.1370},
  url = {https://doi.org/10.18653/2026.emnlp-main.1370},
}

Zhang, Rongyu et al. (2026). Don't Guess, Ask Wisely: Benchmarking and Training Proactive Elicitation in Open-Domain LLM Conversations. Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing. https://doi.org/10.18653/2026.emnlp-main.1370

Zhang, Rongyu, et al.. "Don't Guess, Ask Wisely: Benchmarking and Training Proactive Elicitation in Open-Domain LLM Conversations." Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing, 2026, https://doi.org/10.18653/2026.emnlp-main.1370.

Zhang, Rongyu, et al.. "Don't Guess, Ask Wisely: Benchmarking and Training Proactive Elicitation in Open-Domain LLM Conversations." Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing (2026). https://doi.org/10.18653/2026.emnlp-main.1370

Zhang, Rongyu et al., 2026. Don't Guess, Ask Wisely: Benchmarking and Training Proactive Elicitation in Open-Domain LLM Conversations. Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing. Available at: <https://doi.org/10.18653/2026.emnlp-main.1370>.

TY  - JOUR
TI  - Don't Guess, Ask Wisely: Benchmarking and Training Proactive Elicitation in Open-Domain LLM Conversations
AU  - Zhang, Rongyu
AU  - Bao, Mutian
AU  - Zhang, Jinjian
AU  - Du, Yuetian
AU  - Xu, He
AU  - Zhou, Wei
AU  - Zhu, Xiaojun
AU  - Kong, Ming
AU  - Liu, Jie
AU  - Mo, Linjian
AU  - Zhu, Qiang
PY  - 2026
JO  - Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing
DO  - 10.18653/2026.emnlp-main.1370
UR  - https://doi.org/10.18653/2026.emnlp-main.1370
ER  -