Skip to content

This page was last updated on 2025-03-03 06:05:40 UTC

Recommendations for the article Large Language Models Are Zero-Shot Time Series Forecasters

Abstract Title Authors Publication Date Journal/ Conference Citation count Highest h-index
visibility_off Chronos: Learning the Language of Time Series Abdul Fatir Ansari, Lorenzo Stella, Caner Turkmen, Xiyuan Zhang, Pedro Mercado, Huibin Shen, Oleksandr Shchur, Syama Sundar Rangapuram, Sebastian Pineda Arango, Shubham Kapoor, Jasper Zschiegner, Danielle C. Maddix, Michael W. Mahoney, Kari Torkkola, Andrew Gordon Wilson, Michael Bohlke-Schneider, Yuyang Wang 2024-03-12 ArXiv 119 18
visibility_off AutoTimes: Autoregressive Time Series Forecasters via Large Language Models Yong Liu, Guo Qin, Xiangdong Huang, Jianmin Wang, Mingsheng Long 2024-02-04 ArXiv 13 69
visibility_off An Evaluation of Standard Statistical Models and LLMs on Time Series Forecasting Rui Cao, Qiao Wang 2024-08-09 2024 IEEE International Conference on Future Machine Learning and Data Science (FMLDS) 1 3
visibility_off Are Language Models Actually Useful for Time Series Forecasting? Mingtian Tan, Mike A. Merrill, Vinayak Gupta, Tim Althoff, Tom Hartvigsen 2024-06-22 ArXiv 27 3
visibility_off Apollo-Forecast: Overcoming Aliasing and Inference Speed Challenges in Language Models for Time Series Forecasting Tianyi Yin, Jingwei Wang, Yunlong Ma, Han Wang, Chenze Wang, Yukai Zhao, Min Liu, Weiming Shen, Yufeng Chen 2024-12-16 ArXiv 0 7
visibility_off Timer: Generative Pre-trained Transformers Are Large Time Series Models Yong Liu, Haoran Zhang, Chenyu Li, Xiangdong Huang, Jianmin Wang, Mingsheng Long 2024-02-04 ArXiv, DBLP 30 69
visibility_off TimeGPT-1 Azul Garza, Cristian Challu, Max Mergenthaler-Canseco 2023-10-05 ArXiv 75 5
Abstract Title Authors Publication Date Journal/Conference Citation count Highest h-index