Toponym Recognition

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

No dataset record in the archive lists this task.

Subtasks archive 2025-07-28

No subtask under this task in the archive's task tree.

Parent tasks archive 2025-07-28

Most implemented papers archive 2025-07-28

3 shown of 3 papers with code (11 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• GeoLM: Empowering Language Models for Geospatially Grounded Language Understanding
  23 Oct 2023 1 repository listed Syntology ran 10 of 11 samples · 1 unverified · 11 pointer-only (licence)
  This paper introduces GeoLM, a geospatially grounded language model that enhances the understanding of geo-entities in natural language.
• How can voting mechanisms improve the robustness and generalizability of toponym disambiguation?
  17 Sep 2022 1 repository listed
  A vast amount of geographic information exists in natural language texts, such as tweets and news.
• Are We There Yet? Evaluating State-of-the-Art Neural Network based Geoparsers Using EUPEG as a Benchmarking Platform
  15 Jul 2020 1 repository listed
  In June 2019, a geoparsing competition, Toponym Resolution in Scientific Papers, was held as one of the SemEval 2019 tasks.

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.