Independent Mobility GPT (IDM-GPT): A Self-Supervised Multi-Agent Large Language Model Framework for Customized Traffic Mobility Analysis Using Machine Learning Models

25 February 2025

Papers citing "Independent Mobility GPT (IDM-GPT): A Self-Supervised Multi-Agent Large Language Model Framework for Customized Traffic Mobility Analysis Using Machine Learning Models"

25 / 25 papers shown

Title
On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey Lin Long Rui Wang Ruixuan Xiao Junbo Zhao Xiao Ding Gang Chen Haobo Wang SyDa 79 117 0 14 Jun 2024
Towards Responsible and Reliable Traffic Flow Prediction with Large Language Models Xusen Guo Qiming Zhang Junyue Jiang Mingxing Peng Hao Hao Yang Meixin Zhu AI4TS 58 1 0 03 Apr 2024
Benchmarking the Text-to-SQL Capability of Large Language Models: A Comprehensive Evaluation Bin Zhang Yuxiao Ye Guoqing Du Xiaoru Hu Zhishuai Li Sun Yang Chi Harold Liu Rui Zhao Ziyue Li Hangyu Mao LMTD 58 33 0 05 Mar 2024
TPLLM: A Traffic Prediction Framework Based on Pretrained Large Language Models Yilong Ren Yue Chen Shuai Liu Boyue Wang Haiyang Yu Zhiyong Cui AI4TS 110 20 0 04 Mar 2024
UrbanGPT: Spatio-Temporal Large Language Models Zhonghang Li Lianghao Xia Jiabin Tang Yong-mei Xu Lei Shi Long Xia Dawei Yin Chao Huang AI4TS 66 47 0 25 Feb 2024
MobilityGPT: Enhanced Human Mobility Modeling with a GPT model Ammar Haydari Dongjie Chen Zhengfeng Lai Michael Zhang Chen-Nee Chuah 86 10 0 05 Feb 2024
Spatial-Temporal Large Language Model for Traffic Prediction Chenxi Liu Sun Yang Qianxiong Xu Zhishuai Li Cheng Long Ziyue Li Rui Zhao AI4TS 50 80 0 18 Jan 2024
Knowledge Plugins: Enhancing Large Language Models for Domain-Specific Recommendations Jing Yao Wei Xu Jianxun Lian Xiting Wang Xiaoyuan Yi Xing Xie ALM 47 22 0 16 Nov 2023
Prometheus: Inducing Fine-grained Evaluation Capability in Language Models Seungone Kim Jamin Shin Yejin Cho Joel Jang Shayne Longpre ... Sangdoo Yun Seongjin Shin Sungdong Kim James Thorne Minjoon Seo ALM LM&MA ELM 62 234 0 12 Oct 2023
TrafficGPT: Viewing, Processing and Interacting with Traffic Foundation Models Siyao Zhang Daocheng Fu Zhao Zhang Bin Yu Pinlong Cai 45 47 0 13 Sep 2023
Summary of ChatGPT-Related Research and Perspective Towards the Future of Large Language Models Yi-Hsien Liu Tianle Han Siyuan Ma Jia-Yu Zhang Yuanyu Yang ... Xiang Li Ning Qiang Dingang Shen Tianming Liu Bao Ge ALM ELM AI4CE LM&MA LLMAG 61 483 0 04 Apr 2023
Language Models can Solve Computer Tasks Geunwoo Kim Pierre Baldi Stephen Marcus McAleer LLMAG LM&Ro 86 360 0 30 Mar 2023
G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment Yang Liu Dan Iter Yichong Xu Shuohang Wang Ruochen Xu Chenguang Zhu ELM ALM LM&MA 153 1,174 0 29 Mar 2023
Uncertainty Quantification of Spatiotemporal Travel Demand with Probabilistic Graph Neural Networks Qingyi Wang Shenhao Wang Dingyi Zhuang Haris N. Koutsopoulos Jinhua Zhao AI4TS 34 20 0 07 Mar 2023
GPTScore: Evaluate as You Desire Jinlan Fu See-Kiong Ng Zhengbao Jiang Pengfei Liu LM&MA ALM ELM 115 281 0 08 Feb 2023
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 477 4,356 0 24 May 2022
Evaluating the Text-to-SQL Capabilities of Large Language Models Nitarshan Rajkumar Raymond Li Dzmitry Bahdanau LMTD ELM 58 105 0 15 Mar 2022
PGCN: Progressive Graph Convolutional Networks for Spatial-Temporal Traffic Forecasting Y. Shin Yoonjin Yoon GNN AI4TS 61 42 0 18 Feb 2022
QAFactEval: Improved QA-Based Factual Consistency Evaluation for Summarization Alexander R. Fabbri Chien-Sheng Wu Wenhao Liu Caiming Xiong HILM 53 216 0 16 Dec 2021
Scaling Language Models: Methods, Analysis & Insights from Training Gopher Jack W. Rae Sebastian Borgeaud Trevor Cai Katie Millican Jordan Hoffmann ... Jeff Stanway L. Bennett Demis Hassabis Koray Kavukcuoglu G. Irving 77 1,308 0 08 Dec 2021
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 560 41,706 0 28 May 2020
Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks Zonghan Wu Shirui Pan Guodong Long Jing Jiang Xiaojun Chang Chengqi Zhang AI4TS 76 1,375 0 24 May 2020
MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Wei Zhao Maxime Peyrard Fei Liu Yang Gao Christian M. Meyer Steffen Eger 143 594 0 05 Sep 2019
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 256 5,764 0 21 Apr 2019
Spatiotemporal Recurrent Convolutional Networks for Traffic Prediction in Transportation Networks Haiyang Yu Zhihai Wu Shuqin Wang Yunpeng Wang Xiaolei Ma AI4TS GNN 50 543 0 07 May 2017