@inproceedings{jing-etal-2026-tsaqa, title = "{TSAQA}: Time Series Analysis Question And Answering Benchmark", author = "Jing, Baoyu and Chen, Sanhorn and Zheng, Lecheng and Liu, Boyu and Li, Zihao and Zou, Jiaru and Wei, Tianxin and Liu, Zhining and Zeng, Zhichen and Qiu, Ruizhong and Lin, Xiao and Yan, Yuchen and Fu, Dongqi and Ni, Jingchao and He, Jingrui and Tong, Hanghang", editor = "Mille, Simon and Gehrmann, Sebastian and Schmidtov{\'a}, Patr{\'i}cia and Du{\v{s}}ek, Ond{\v{r}}ej and Fadaee, Marzieh and Lo, Kyle and Santus, Enrico and Stanovsky, Gabriel", booktitle = "Proceedings of the Fifth Workshop on Generation, Evaluation and Metrics ({GEM})", month = jul, year = "2026", address = "San Diego, California, USA", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.gem-main.74/", pages = "944--979", ISBN = "979-8-89176-423-1" }