Evaluation of Placename Geoparsers

References

• Altinok, D. 2021. Mastering spaCy: An end-to-end practical guide to implementing NLP applications using the Python ecosystem. Birmingham: Packt Publishing Ltd.
   Google Scholar
• Bird, S., E. Klein, and E. Loper. 2009. Natural language processing with Python. 1st ed. Sebastopol, CA: O'Reilly Media, Inc.
   Google Scholar
• Esri. 2022. Entity extraction software | unstructured data analysis | ArcGIS LocateXT. Accessed November 8, 2023.
   Google Scholar
• Esri. 2023a. Extract entities using deep learning (GeoAI)—ArcGIS Pro | documentation. Accessed November 8, 2023.
   Google Scholar
• Esri. 2023b. How entity recognition works—ArcGIS Pro | documentation. Accessed November 8, 2023.
   Google Scholar
• Fire, M., and C. Guestrin. 2019. Over-optimization of academic publishing metrics: Observing Goodhart’s law in action. GigaScience 8 (6):giz053. doi: 10.1093/gigascience/giz053.
   PubMed Web of Science ®Google Scholar
• Gritta, M., M. T. Pilehvar, and N. Collier. 2020. A pragmatic guide to geoparsing evaluation. Language Resources and Evaluation 54 (3):683–712. doi: 10.1007/s10579-019-09475-3.
   PubMed Web of Science ®Google Scholar
• Gritta, M., M. Taher Pilehvar, N. Limsopatham, and N. Collier. 2018. What’s missing in geographical parsing? Language Resources and Evaluation 52 (2):603–23. doi: 10.1007/s10579-017-9385-8.
   PubMed Web of Science ®Google Scholar
• Halterman, A. 2017. Mordecai: Full text geoparsing and event geocoding. The Journal of Open Source Software 2 (9):91. doi: 10.21105/joss.00091.
   Google Scholar
• Hervieux, S., and A. Wheatley. 2022. The Rise of AI: Implications and applications of artificial intelligence in academic libraries. Chicago, Ill.: Association of College and Research Libraries.
   Google Scholar
• Hixson, C. G., L. Robare, L. El-Hoshy, and B. Trumble. 2004. Basic Subject Cataloging Using LCSH. ALCTS and the Program for Cooperative Cataloging. http://hdl.handle.net/1794/24331
   Google Scholar
• Johri, P., S. K. Khatri, A. T. Al-Taani, M. Sabharwal, S. Suvanov, and A. Kumar. 2021. Natural language processing: History, evolution, application, and future work. In Proceedings of 3rd International Conference on Computing Informatics and Networks: Lecture Notes in Networks and Systems. 167. Singapore: Springer. doi: 10.1007/978-981-15-9712-1_31.
   Google Scholar
• Jones, K. S. 1994. Natural language processing: A historical review. In Current issues in computational linguistics: In honour of Don Walker. Linguistica Computazionale. 9. Springer, Dordrecht. doi: 10.1007/978-0-585-35958-8_1.
   Google Scholar
• Joseph, S. R., H. Hlomani, K. Letsholo, F. Kaniwa, and K. Sedimo. 2016. Natural language processing: A review. International Journal of Research in Engineering and Applied Sciences 6 (3):207–10.
   Google Scholar
• Karl, J. W. 2018. Mining location information from life- and earth-sciences studies to facilitate knowledge discovery. Journal of Librarianship and Information Science 51 (4):1007–21. doi: 10.1177/0961000618759413.
   Web of Science ®Google Scholar
• Karl, J. W., J. K. Gillan, and J. E. Herrick. 2013. Geographic searching for ecological studies: A new frontier. Trends in Ecology & Evolution 28 (7):383–4. doi: 10.1016/j.tree.2013.05.001.
   PubMed Web of Science ®Google Scholar
• Karl, J. W., J. E. Herrick, R. S. Unnasch, J. K. Gillan, E. C. Ellis, W. G. Lutters, and L. J. Martin. 2013. Discovering ecologically relevant knowledge from published studies through geosemantic searching. BioScience 63 (8):674–82. doi: 10.1525/bio.2013.63.8.10.
   Web of Science ®Google Scholar
• Liu, Y., M. Ott, N. Goyal, J. Du, M. Joshi, D. Chen, O. Levy, M. Lewis, L. Zettlemoyer, and V. Stoyanov. 2019. Roberta: A robustly optimized BERT pretraining approach. arXiv.org. doi: 10.48550/arXiv.1907.11692.
   Google Scholar
• Livingstone, D. N. 2003. Putting science in its place: Geographies of scientific knowledge. Chicago, Ill: University of Chicago Press.
   Google Scholar
• McNie, E. C. 2007. Reconciling the supply of scientific information with user demands: An analysis of the problem and review of the literature. Environmental Science & Policy 10 (1):17–38. doi: 10.1016/j.envsci.2006.10.004.
   Web of Science ®Google Scholar
• Qi, P., Y. Zhang, Y. Zhang, J. Bolton, and C. D. Manning. 2020. Stanza: A Python natural language processing toolkit for many human languages. arXiv.org. doi: 10.48550/arXiv.2003.07082.
   Google Scholar
• Saccucci, C., and A. Salaba. 2021. Introduction to artificial intelligence (AI) and automated processes for subject access. Cataloging & Classification Quarterly 59 (8):699–701. doi: 10.1080/01639374.2021.2022058.
   Web of Science ®Google Scholar
• Vaswani, A., N. Shazeer, N. Parmar, J. Uszkoreit, L. Jones, A. N. Gomez, Ł. Kaiser, and I. Polosukhin. 2017. Attention is all you need. Advances in Neural Information Processing Systems 30
   Google Scholar
• Zimmerman, A. 2007. Not by metadata alone: The use of diverse forms of knowledge to locate data for reuse. International Journal on Digital Libraries 7 (1–2):5–16. doi: 10.1007/s00799-007-0015-8.
   Google Scholar