Towards Responsible and Reliable Traffic Flow Prediction with Large Language Models.
Xusen GuoQiming ZhangJunyue JiangMingxing PengHao YangMeixin ZhuPublished in: CoRR (2024)
Keyphrases
- language model
- traffic flow
- language modeling
- road traffic
- traffic flows
- n gram
- document retrieval
- information retrieval
- intelligent transport systems
- speech recognition
- cellular automata
- traffic congestion
- prediction accuracy
- retrieval model
- travel time
- statistical language models
- smoothing methods
- probabilistic model
- traffic data
- context sensitive
- test collection
- traffic light
- query expansion
- language modelling
- traffic network
- traffic information
- language models for information retrieval
- document ranking
- relevance model
- traffic patterns
- vector space model
- lane change
- traffic assignment
- incident detection
- traffic accidents
- long term
- information retrieval systems
- retrieval effectiveness
- neural network