Enhancing Traffic Prediction with Textual Data Using Large Language Models

10 May 2024

Papers citing "Enhancing Traffic Prediction with Textual Data Using Large Language Models"

8 / 8 papers shown

Title
LSTPrompt: Large Language Models as Zero-Shot Time Series Forecasters by Long-Short-Term Prompting Haoxin Liu Zhiyuan Zhao Jindong Wang Harshavardhan Kamarthi B. A. Prakash AI4TS LRM VLM 58 23 0 25 Feb 2024
AutoTimes: Autoregressive Time Series Forecasters via Large Language Models Yong Liu Guo Qin Xiangdong Huang Jianmin Wang Mingsheng Long AI4TS 21 21 0 04 Feb 2024
Large Language Models for Time Series: A Survey Xiyuan Zhang Ranak Roy Chowdhury Rajesh K. Gupta Jingbo Shang AI4TS 77 53 0 02 Feb 2024
Leveraging Social Media Data to Identify Factors Influencing Public Attitude Towards Accessibility, Socioeconomic Disparity and Public Transportation Khondhaker Al Momin A. M. Sadri Md Sami Hasnine 43 1 0 22 Jan 2024
TransportationGames: Benchmarking Transportation Knowledge of (Multimodal) Large Language Models Xue Zhang Xiangyu Shi Xinyue Lou Rui Qi Yufeng Chen Jinan Xu Wenjuan Han 32 4 0 09 Jan 2024
Exploring Large Language Models for Human Mobility Prediction under Public Events Yuebing Liang Yichao Liu Xiaohan Wang Zhan Zhao 118 29 0 29 Nov 2023
GraphText: Graph Reasoning in Text Space Jianan Zhao Le Zhuo Yikang Shen Meng Qu Kai Liu Michael M. Bronstein Zhaocheng Zhu Jian Tang 102 71 0 02 Oct 2023
Temporal Data Meets LLM -- Explainable Financial Time Series Forecasting Xinli Yu Zheng Chen Yuan Ling Shujing Dong Zongying Liu Yanbin Lu AIFin AI4TS 110 67 0 19 Jun 2023