@inproceedings{chuang-etal-2026-toward, title = "Toward Scalable Verifiable Reward: Proxy State-Based Evaluation for Multi-turn Tool-Calling {LLM} Agents", author = "Chuang, Yun-Shiuan and Kulkarni, Chaitanya and Chiu, Alec M. and Thangali, Avinash and Pan, Zijie and Shekhar, Shivani and Ge, Yirou and Li, Yixi and Kona, Uma and Pang, Linsey and Mehrotra, Prakhar", editor = "Li, Yunyao and Rehm, Georg and Tu, Mei", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)", month = jul, year = "2026", address = "San Diego, California, USA", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.87/", pages = "1251--1264", ISBN = "979-8-89176-394-4" }