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TurnBack: A Geospatial Route Cognition Benchmark for Large Language Models through Reverse Route (bibtex)
by H Luo, Q Cheng, D Matos, HK Gadi, Y Zhang, L Liu, Y Wang, N Zeller, D Cremers and L Meng
Reference:
TurnBack: A Geospatial Route Cognition Benchmark for Large Language Models through Reverse Route (H Luo, Q Cheng, D Matos, HK Gadi, Y Zhang, L Liu, Y Wang, N Zeller, D Cremers and L Meng), In Empirical Methods in Natural Language Processing (EMNLP), 2025. ([code])
Bibtex Entry:
@inproceedings{luo2025turnbackgeospatialroutecognition,
title = {TurnBack: A Geospatial Route Cognition Benchmark for Large Language Models through Reverse Route},
author = {H Luo and Q Cheng and D Matos and HK Gadi and Y Zhang and L Liu and Y Wang and N Zeller and D Cremers and L Meng},
year = {2025},
eprint = {2509.18173},
archiveprefix = {arXiv},
primaryclass = {cs.LG},
url = {https://arxiv.org/abs/2509.18173},
booktitle = {Empirical Methods in Natural Language Processing (EMNLP)},
titleurl = {luo2025turnbackgeospatialroutecognition.png},
}
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