Towards Fully-Automated Materials Discovery via Large-Scale Synthesis Dataset and Expert-Level LLM-as-a-Judge.

@inproceedings{kim-2025-towards, author = {Heegyu Kim and Taeyang Jeon and Seungtaek Choi and Jihoon Hong and Dong Sup Yoon and Dong-Hee Lee and Dongwon Jeon and Ga-Yeon Baek and Gyeong-Won Kwak and Dong Sup Yoon and Dong-Hee Lee and Jisu Bae and Chihoon Lee and Yoon-Seo Kim and Seon-Jin Choi and Jin Seong Park and Sung Beom Cho and Hyunsouk Cho}, editor = {Carl Yang and Meeyoung Cha and Chanyoung Park and Senjuti Basu Roy and Zhenhui Jessie Li and Noseong Park and Carl Yang and Senjuti Basu Roy and Zhenhui Jessie Li and Jaap Kamps and Kijung Shin and Bryan Hooi and Lifang He}, title = {{Towards Fully-Automated Materials Discovery via Large-Scale Synthesis Dataset and Expert-Level LLM-as-a-Judge}}, booktitle = {{Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025}}, pages = {1302--1312}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3746252.3761359}, doi = {https://doi.org/10.1145/3746252.3761359} }