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

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
Fengze Yang
Xiaoyue Cathy Liu
Lingjiu Lu
Bingzhang Wang
Chenxi
ArXivPDFHTML

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
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
82
119
0
14 Jun 2024
Towards Responsible and Reliable Traffic Flow Prediction with Large
  Language Models
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
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
61
33
0
05 Mar 2024
TPLLM: A Traffic Prediction Framework Based on Pretrained Large Language
  Models
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
21
0
04 Mar 2024
UrbanGPT: Spatio-Temporal Large Language Models
UrbanGPT: Spatio-Temporal Large Language Models
Zhonghang Li
Lianghao Xia
Jiabin Tang
Yong-mei Xu
Lei Shi
Long Xia
Dawei Yin
Chao Huang
AI4TS
69
47
0
25 Feb 2024
MobilityGPT: Enhanced Human Mobility Modeling with a GPT model
MobilityGPT: Enhanced Human Mobility Modeling with a GPT model
Ammar Haydari
Dongjie Chen
Zhengfeng Lai
Michael Zhang
Chen-Nee Chuah
92
10
0
05 Feb 2024
Spatial-Temporal Large Language Model for Traffic Prediction
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
Knowledge Plugins: Enhancing Large Language Models for Domain-Specific Recommendations
Jing Yao
Wei Xu
Jianxun Lian
Xiting Wang
Xiaoyuan Yi
Xing Xie
ALM
50
22
0
16 Nov 2023
Prometheus: Inducing Fine-grained Evaluation Capability in Language
  Models
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
TrafficGPT: Viewing, Processing and Interacting with Traffic Foundation Models
Siyao Zhang
Daocheng Fu
Zhao Zhang
Bin Yu
Pinlong Cai
45
48
0
13 Sep 2023
Summary of ChatGPT-Related Research and Perspective Towards the Future
  of Large Language Models
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
64
483
0
04 Apr 2023
Language Models can Solve Computer Tasks
Language Models can Solve Computer Tasks
Geunwoo Kim
Pierre Baldi
Stephen Marcus McAleer
LLMAG
LM&Ro
97
362
0
30 Mar 2023
G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment
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
157
1,176
0
29 Mar 2023
Uncertainty Quantification of Spatiotemporal Travel Demand with
  Probabilistic Graph Neural Networks
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
GPTScore: Evaluate as You Desire
Jinlan Fu
See-Kiong Ng
Zhengbao Jiang
Pengfei Liu
LM&MA
ALM
ELM
117
281
0
08 Feb 2023
Large Language Models are Zero-Shot Reasoners
Large Language Models are Zero-Shot Reasoners
Takeshi Kojima
S. Gu
Machel Reid
Yutaka Matsuo
Yusuke Iwasawa
ReLM
LRM
488
4,077
0
24 May 2022
Evaluating the Text-to-SQL Capabilities of Large Language Models
Evaluating the Text-to-SQL Capabilities of Large Language Models
Nitarshan Rajkumar
Raymond Li
Dzmitry Bahdanau
LMTD
ELM
64
105
0
15 Mar 2022
PGCN: Progressive Graph Convolutional Networks for Spatial-Temporal
  Traffic Forecasting
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
QAFactEval: Improved QA-Based Factual Consistency Evaluation for Summarization
Alexander R. Fabbri
Chien-Sheng Wu
Wenhao Liu
Caiming Xiong
HILM
56
216
0
16 Dec 2021
Scaling Language Models: Methods, Analysis & Insights from Training
  Gopher
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
99
1,309
0
08 Dec 2021
Language Models are Few-Shot Learners
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
596
41,736
0
28 May 2020
Connecting the Dots: Multivariate Time Series Forecasting with Graph
  Neural Networks
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
MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance
Wei Zhao
Maxime Peyrard
Fei Liu
Yang Gao
Christian M. Meyer
Steffen Eger
145
595
0
05 Sep 2019
BERTScore: Evaluating Text Generation with BERT
BERTScore: Evaluating Text Generation with BERT
Tianyi Zhang
Varsha Kishore
Felix Wu
Kilian Q. Weinberger
Yoav Artzi
271
5,764
0
21 Apr 2019
Spatiotemporal Recurrent Convolutional Networks for Traffic Prediction
  in Transportation Networks
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
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