Language Models Still Struggle to Zero-shot Reason about Time Series

Mike A. Merrill, Mingtian Tan, Vinayak Gupta, Thomas Hartvigsen, Tim Althoff. Language Models Still Struggle to Zero-shot Reason about Time Series. In Yaser Al-Onaizan, Mohit Bansal, Yun-Nung Chen, editors, Findings of the Association for Computational Linguistics: EMNLP 2024, Miami, Florida, USA, November 12-16, 2024. pages 3512-3533, Association for Computational Linguistics, 2024. [doi]

@inproceedings{MerrillTGHA24,
  title = {Language Models Still Struggle to Zero-shot Reason about Time Series},
  author = {Mike A. Merrill and Mingtian Tan and Vinayak Gupta and Thomas Hartvigsen and Tim Althoff},
  year = {2024},
  url = {https://aclanthology.org/2024.findings-emnlp.201},
  researchr = {https://researchr.org/publication/MerrillTGHA24},
  cites = {0},
  citedby = {0},
  pages = {3512-3533},
  booktitle = {Findings of the Association for Computational Linguistics: EMNLP 2024, Miami, Florida, USA, November 12-16, 2024},
  editor = {Yaser Al-Onaizan and Mohit Bansal and Yun-Nung Chen},
  publisher = {Association for Computational Linguistics},
  isbn = {979-8-89176-168-1},
}