245 lines
9.1 KiB
BibTeX
245 lines
9.1 KiB
BibTeX
@article{bjerva2020subjqa,
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author = {Johannes Bjerva and Nikita Bhutani and Behzad Golshan and Wang-Chiew Tan and Isabelle Augenstein},
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title = {SubjQA: A Dataset for Subjectivity and Review Comprehension},
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journal = {arXiv preprint arXiv:2004.14283},
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eprint = {2004.14283},
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archivePrefix = {arXiv},
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year = {2020}
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}
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@inproceedings{contractor2021answering,
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author = {Danish Contractor and Krunal Shah and Aditi Partap and Parag Singla and Mausam},
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title = {Answering POI-Recommendation Questions Using Tourism Reviews},
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booktitle = {Proceedings of the 30th ACM International Conference on Information \& Knowledge Management},
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pages = {281--291},
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year = {2021}
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}
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@inproceedings{deng2023spatio,
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author = {Pan Deng and Yu Zhao and Junting Liu and Xiaofeng Jia and Mulan Wang},
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title = {Spatio-Temporal Neural Structural Causal Models for Bike Flow Prediction},
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booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},
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volume = {37},
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pages = {4242--4249},
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year = {2023}
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}
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@article{dong2022spatiotemporal,
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author = {Qidi Dong and Jun Cai and Shuo Chen and Pengman He and Xuli Chen},
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title = {Spatiotemporal Analysis of Urban Green Spatial Vitality and the Corresponding Influencing Factors: A Case Study of Chengdu, China},
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journal = {Land},
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volume = {11},
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number = {10},
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pages = {1820},
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year = {2022}
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}
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@article{feng2024citygpt,
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author = {Jie Feng and Yuwei Du and Tianhui Liu and Siqi Guo and Yuming Lin and Yong Li},
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title = {CityGPT: Empowering Urban Spatial Cognition of Large Language Models},
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journal = {arXiv preprint arXiv:2406.13948},
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eprint = {2406.13948},
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archivePrefix = {arXiv},
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year = {2024}
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}
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@article{grattafiori2024llama,
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author = {Aaron Grattafiori and Abhimanyu Dubey and Abhinav Jauhri and Abhinav Pandey and Abhishek Kadian and Ahmad Al-Dahle and Aiesha Letman and Akhil Mathur and Alan Schelten and Alex Vaughan and others},
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title = {The Llama 3 Herd of Models},
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journal = {arXiv preprint arXiv:2407.21783},
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eprint = {2407.21783},
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archivePrefix = {arXiv},
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year = {2024}
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}
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@article{gruber2024complextempqa,
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author = {Raphael Gruber and Abdelrahman Abdallah and Michael F{\"a}rber and Adam Jatowt},
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title = {ComplexTempQA: A Large-Scale Dataset for Complex Temporal Question Answering},
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journal = {arXiv preprint arXiv:2406.04866},
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eprint = {2406.04866},
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archivePrefix = {arXiv},
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year = {2024}
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}
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@article{hu2022lora,
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author = {Edward J. Hu and Yelong Shen and Phillip Wallis and Zeyuan Allen-Zhu and Yuanzhi Li and Shean Wang and Lu Wang and Weizhu Chen and others},
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title = {LoRA: Low-Rank Adaptation of Large Language Models},
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journal = {ICLR},
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volume = {1},
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number = {2},
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pages = {3},
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year = {2022}
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}
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@inproceedings{jia2018tempquestions,
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author = {Zhen Jia and Abdalghani Abujabal and Rishiraj Saha Roy and Jannik Str{\"o}tgen and Gerhard Weikum},
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title = {TempQuestions: A Benchmark for Temporal Question Answering},
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booktitle = {Companion Proceedings of the The Web Conference 2018},
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pages = {1057--1062},
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year = {2018}
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}
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@article{joshi2017triviaqa,
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author = {Mandar Joshi and Eunsol Choi and Daniel S. Weld and Luke Zettlemoyer},
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title = {TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension},
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journal = {arXiv preprint arXiv:1705.03551},
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eprint = {1705.03551},
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archivePrefix = {arXiv},
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year = {2017}
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}
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@article{kwiatkowski2019natural,
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author = {Tom Kwiatkowski and Jennimaria Palomaki and Olivia Redfield and Michael Collins and Ankur Parikh and Chris Alberti and Danielle Epstein and Illia Polosukhin and Jacob Devlin and Kenton Lee and others},
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title = {Natural Questions: A Benchmark for Question Answering Research},
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journal = {Transactions of the Association for Computational Linguistics},
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volume = {7},
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pages = {453--466},
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year = {2019}
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}
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@article{lewis2020retrieval,
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author = {Patrick Lewis and Ethan Perez and Aleksandra Piktus and Fabio Petroni and Vladimir Karpukhin and Naman Goyal and Heinrich K{\"u}ttler and Mike Lewis and Wen-tau Yih and Tim Rockt{\"a}schel and others},
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title = {Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks},
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journal = {Advances in Neural Information Processing Systems},
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volume = {33},
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pages = {9459--9474},
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year = {2020}
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}
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@article{li2024stbench,
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author = {Wenbin Li and Di Yao and Ruibo Zhao and Wenjie Chen and Zijie Xu and Chengxue Luo and Chang Gong and Quanliang Jing and Haining Tan and Jingping Bi},
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title = {STBench: Assessing the Ability of Large Language Models in Spatio-Temporal Analysis},
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journal = {arXiv preprint arXiv:2406.19065},
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eprint = {2406.19065},
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archivePrefix = {arXiv},
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year = {2024}
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}
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@inproceedings{DBLP:conf/ijcai/LiCLYH21,
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author = {Yang Li and Tong Chen and Yadan Luo and Hongzhi Yin and Zi Huang},
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title = {Discovering Collaborative Signals for Next {POI} Recommendation with Iterative Seq2Graph Augmentation},
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booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, {IJCAI} 2021},
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pages = {1491--1497},
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year = {2021},
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doi = {10.24963/IJCAI.2021/206},
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url = {https://doi.org/10.24963/ijcai.2021/206}
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}
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@article{li2025mapqa,
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author = {Zekun Li and Malcolm Grossman and Mihir Kulkarni and Muhao Chen and Yao-Yi Chiang and others},
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title = {MapQA: Open-Domain Geospatial Question Answering on Map Data},
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journal = {arXiv preprint arXiv:2503.07871},
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eprint = {2503.07871},
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archivePrefix = {arXiv},
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year = {2025}
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}
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@article{ma2023evolution,
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author = {Dongling Ma and Baoze Liu and Qingji Huang and Qian Zhang},
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title = {Evolution Characteristics and Causes---An Analysis of Urban Catering Cluster Spatial Structure},
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journal = {ISPRS International Journal of Geo-Information},
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volume = {12},
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number = {8},
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pages = {302},
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year = {2023}
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}
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@inproceedings{mai2018poireviewqa,
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author = {Gengchen Mai and Krzysztof Janowicz and Cheng He and Sumang Liu and Ni Lao},
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title = {POIReviewQA: A Semantically Enriched POI Retrieval and Question Answering Dataset},
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booktitle = {Proceedings of the 12th Workshop on Geographic Information Retrieval},
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pages = {1--2},
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year = {2018}
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}
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@article{mateos2025systematic,
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author = {Pablo Mateos and Alejandro Bellog{\'\i}n},
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title = {A Systematic Literature Review of Recent Advances on Context-Aware Recommender Systems},
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journal = {Artificial Intelligence Review},
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volume = {58},
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number = {1},
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pages = {1--53},
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year = {2025}
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}
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@article{tang2022discovering,
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author = {Wen Tang and Alireza Chakeri and Hamid Krim},
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title = {Discovering Urban Functional Zones from Biased and Sparse Points of Interests and Sparse Human Activities},
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journal = {Expert Systems with Applications},
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volume = {207},
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pages = {118062},
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year = {2022}
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}
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@article{wan2023spatio,
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author = {Zhongwei Wan and Xin Liu and Benyou Wang and Jiezhong Qiu and Boyu Li and Ting Guo and Guangyong Chen and Yang Wang},
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title = {Spatio-Temporal Contrastive Learning-Enhanced GNNs for Session-Based Recommendation},
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journal = {ACM Transactions on Information Systems},
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volume = {42},
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number = {2},
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pages = {1--26},
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year = {2023}
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}
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@article{wang2024environmental,
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author = {Hongcheng Wang and Linfei Li and Xin Xu},
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title = {Do Environmental Regulation Policies Increase Urban Boundary Pollution? Micro Evidence from Chinese Industrial Enterprises},
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journal = {Environmental Impact Assessment Review},
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volume = {106},
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pages = {107524},
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year = {2024}
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}
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@article{wang2021spatio,
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author = {Huandong Wang and Qiaohong Yu and Yu Liu and Depeng Jin and Yong Li},
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title = {Spatio-Temporal Urban Knowledge Graph Enabled Mobility Prediction},
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journal = {Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies},
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volume = {5},
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number = {4},
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pages = {1--24},
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year = {2021}
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}
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@article{yang2024qwen2,
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author = {An Yang and Baosong Yang and Beichen Zhang and Binyuan Hui and Bo Zheng and Bowen Yu and Chengyuan Li and Dayiheng Liu and Fei Huang and Haoran Wei and others},
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title = {Qwen2.5 Technical Report},
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journal = {arXiv preprint arXiv:2412.15115},
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eprint = {2412.15115},
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archivePrefix = {arXiv},
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year = {2024}
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}
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@inproceedings{yang2015wikiqa,
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author = {Yi Yang and Wen-tau Yih and Christopher Meek},
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title = {WikiQA: A Challenge Dataset for Open-Domain Question Answering},
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booktitle = {Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing},
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pages = {2013--2018},
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year = {2015}
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}
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@article{yu2024survey,
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author = {Jian Yu and Lucas Guo and Jiayu Zhang and Guiling Wang},
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title = {A Survey on Graph Neural Network-Based Next POI Recommendation for Smart Cities},
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journal = {Journal of Reliable Intelligent Environments},
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volume = {10},
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number = {3},
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pages = {299--318},
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year = {2024}
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}
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@book{yu2017chinese,
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author = {Li Yu},
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title = {Chinese City and Regional Planning Systems},
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publisher = {Routledge},
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year = {2017}
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}
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@article{yu2024bigcity,
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author = {Xie Yu and Jingyuan Wang and Yifan Yang and Qian Huang and Ke Qu},
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title = {BigCity: A Universal Spatiotemporal Model for Unified Trajectory and Traffic State Data Analysis},
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journal = {arXiv preprint arXiv:2412.00953},
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eprint = {2412.00953},
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archivePrefix = {arXiv},
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year = {2024}
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}
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