{"url":"/task/toponym-resolution","name":"Toponym Resolution","slug":"toponym-resolution","description_markdown":"The goal is to find a mapping from a toponym (a location mention) in the text to a spatial footprint.","categories":[{"name":"Natural Language Processing","url":"/area/natural-language-processing"}],"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","slug_source":"archive_url"},"counts":{"papers_tagged":19,"papers_with_code":8,"benchmarks":0,"benchmark_tables_in_archive":0,"benchmark_tables_shown":0,"benchmark_tables_withheld_as_spam":0,"benchmark_definition":"a leaderboard table with at least one row; benchmark_tables_shown also counts the zero-row tables; benchmark_tables_in_archive adds the tables withheld as spam","datasets":1,"subtasks":0,"parent_tasks":0},"benchmarks":[],"datasets":[{"url":"/dataset/tr-news","name":"TR-News","full_name":"","num_papers_in_archive":8}],"subtasks":[],"parent_tasks":[],"papers":{"order":"repositories listed in the archive (desc), then date (desc); the archive holds no stars","population":"papers tagged with this task that list at least one repository in the archive","shown":8,"of":8,"tagged_in_all":19,"items":[{"url":"/paper/a-deep-learning-approach-to-geographical","title":"A Deep Learning Approach to Geographical Candidate Selection through Toponym Matching","date":"2020-09-17","arxiv_id":"2009.08114","repositories_listed":2,"syntology":null},{"url":"/paper/improving-toponym-resolution-with-better","title":"Improving Toponym Resolution with Better Candidate Generation, Transformer-based Reranking, and Two-Stage Resolution","date":"2023-05-18","arxiv_id":"2305.11315","repositories_listed":1,"syntology":null},{"url":"/paper/mordecai-3-a-neural-geoparser-and-event","title":"Mordecai 3: A Neural Geoparser and Event Geocoder","date":"2023-03-23","arxiv_id":"2303.13675","repositories_listed":1,"syntology":null},{"url":"/paper/how-can-voting-mechanisms-improve-the","title":"How can voting mechanisms improve the robustness and generalizability of toponym disambiguation?","date":"2022-09-17","arxiv_id":"2209.08286","repositories_listed":1,"syntology":null},{"url":"/paper/spatial-language-representation-with-multi","title":"Spatial Language Representation with Multi-Level Geocoding","date":"2020-08-21","arxiv_id":"2008.09236","repositories_listed":1,"syntology":null},{"url":"/paper/are-we-there-yet-evaluating-state-of-the-art","title":"Are We There Yet? Evaluating State-of-the-Art Neural Network based Geoparsers Using EUPEG as a Benchmarking Platform","date":"2020-07-15","arxiv_id":"2007.07455","repositories_listed":1,"syntology":null},{"url":"/paper/a-pragmatic-guide-to-geoparsing-evaluation","title":"A Pragmatic Guide to Geoparsing Evaluation","date":"2018-10-29","arxiv_id":"1810.12368","repositories_listed":1,"syntology":null},{"url":"/paper/a-coherent-unsupervised-model-for-toponym","title":"A Coherent Unsupervised Model for Toponym Resolution","date":"2018-05-04","arxiv_id":"1805.01952","repositories_listed":1,"syntology":null}],"syntology_records":0,"syntology_note":"a paper without a record is not a recorded non-run: it may lack an arXiv id or simply be absent from the graph layer"},"description_links":{"kept":0,"unwrapped_to_text":0,"bare_urls_linked":0,"relative_images_dropped":0,"rule":"internal links are kept only when the target slug exists in the catalog"},"syntology":{"read_at":"2026-09-24T18:15:14+00:00","claim":"Per-sample execution status on synthesized fixtures ('ran N of M samples'); not a correctness claim and not a ranking signal.","status_vocabulary":{"ran_honours":"ran, honoured the contract we drafted","ran_violates":"ran, violated the contract we drafted","ran_draft_wrong":"ran; our contract draft was wrong, not the code","ran_fixture":"ran; our fixture could not drive it","ran":"ran on a synthesized input","unverified":"unverified (harvested, no recorded run)"}},"not_shown":{"libraries":"the archive has no per-task library table","trend_sparklines":"the Trend column of the benchmarks table was a rendered image; it is not in the archive","social_and_latest_sorts":"stars and social signals are not in the archive"}}