ChatGPT for GTFS: From Words to Information

S Devunuri, S Qiam, L Lehe - arXiv preprint arXiv:2308.02618, 2023 - arxiv.org
The General Transit Feed Specification (GTFS) standard for publishing transit data is
ubiquitous. GTFS being tabular data, with information spread across different files …

ChatGPT for GTFS: benchmarking LLMs on GTFS semantics... and retrieval

S Devunuri, S Qiam, LJ Lehe - Public Transport, 2024 - Springer
Abstract The General Transit Feed Specification (GTFS) standard for publishing transit data
is ubiquitous. With the advent of LLMs being used widely, this research explores the …

[PDF][PDF] ChatGPT for GTFS: Benchmarking LLMs on GTFS Understanding and Retrieval

S Devunuri, S Qiam, L Lehe - researchgate.net
Abstract The General Transit Feed Specification (GTFS) standard for publishing transit data
is ubiquitous. GTFS being tabular data, with information spread across different files …