Do Time-Series QA Systems Read the Time Series? Evidence Use and Reasoning Reliability Preprint

Chen, Zhuomin, Ni, Jingchao, Zheng, Xu et al. (2026). Do Time-Series QA Systems Read the Time Series? Evidence Use and Reasoning Reliability .

cited authors

  • Chen, Zhuomin; Ni, Jingchao; Zheng, Xu; Bhimani, Janki; Sha, Mo; Cheng, Wei; Luo, Dongsheng

authors

publication date

  • October 5, 2026

keywords

  • 46 Information and Computing Sciences
  • 4605 Data Management and Data Science