MaaSDB: Spatial Databases in the Era of Large Language Models (Vision Paper)

Author:

Qi Jianzhong1ORCID,Li Zuqing1ORCID,Tanin Egemen1ORCID

Affiliation:

1. School of Computing and Information Systems, The University of Melbourne, Melbourne, Victoria, Australia

Funder

Australian Research Council

Publisher

ACM

Reference26 articles.

1. Spatial embedding

2. Yanchuan Chang Egemen Tanin Xin Cao and Jianzhong Qi. 2023. Spatial Structure-Aware Road Network Embedding via Graph Contrastive Learning. In EDBT. Yanchuan Chang Egemen Tanin Xin Cao and Jianzhong Qi. 2023. Spatial Structure-Aware Road Network Embedding via Graph Contrastive Learning. In EDBT.

3. Nouha Dziri , Ximing Lu , Melanie Sclar , Xiang Lorraine Li , Liwei Jiang, Bill Yuchen Lin, Peter West, Chandra Bhagavatula, Ronan Le Bras, Jena D. Hwang, Soumya Sanyal, Sean Welleck, Xiang Ren, Allyson Ettinger, Zaid Harchaoui, and Yejin Choi. 2023 . Faith and Fate: Limits of Transformers on Compositionality. In NeurIPS. Nouha Dziri, Ximing Lu, Melanie Sclar, Xiang Lorraine Li, Liwei Jiang, Bill Yuchen Lin, Peter West, Chandra Bhagavatula, Ronan Le Bras, Jena D. Hwang, Soumya Sanyal, Sean Welleck, Xiang Ren, Allyson Ettinger, Zaid Harchaoui, and Yejin Choi. 2023. Faith and Fate: Limits of Transformers on Compositionality. In NeurIPS.

4. The RLR-Tree: A Reinforcement Learning Based R-Tree for Spatial Data

5. George Katsogiannis-Meimarakis and Georgia Koutrika . 2023. A Survey on Deep Learning Approaches for Text-to-SQL. VLDB Journal ( 2023 ). George Katsogiannis-Meimarakis and Georgia Koutrika. 2023. A Survey on Deep Learning Approaches for Text-to-SQL. VLDB Journal (2023).

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