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1
A pragmatic guide to geoparsing evaluation
Gritta, Milan; Pilehvar, Mohammad Taher; Collier, Nigel. - : Springer Netherlands, 2020. : Language Resources and Evaluation, 2020
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A Pragmatic Guide to Geoparsing Evaluation ...
Gritta, Milan; Collier, Nigel; Pilehvar, Mohammad. - : Apollo - University of Cambridge Repository, 2019
Abstract: Empirical methods in geoparsing have thus far lacked a standard evaluation framework describing the task, metrics and data used to compare state-of-the-art systems. Evaluation is further made inconsistent, even unrepresentative of real-world usage by the lack of distinction between the different types of toponyms, which necessitates new guidelines, a consolidation of metrics and a detailed toponym taxonomy with implications for Named Entity Recognition (NER) and beyond. To address these deficiencies, our manuscript introduces a new framework in three parts. Part 1) Task Definition: clarified via corpus linguistic analysis proposing a fine-grained Pragmatic Taxonomy of Toponyms. Part 2) Metrics: discussed and reviewed for a rigorous evaluation including recommendations for NER/Geoparsing practitioners. Part 3) Evaluation Data: shared via a new dataset called GeoWebNews to provide test/train examples and enable immediate use of our contributions. In addition to fine-grained Geotagging and Toponym Resolution ...
URL: https://www.repository.cam.ac.uk/handle/1810/296755
https://dx.doi.org/10.17863/cam.43798
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A pragmatic guide to geoparsing evaluation ...
Gritta, Milan; Pilehvar, Mohammad Taher; Collier, Nigel. - : Apollo - University of Cambridge Repository, 2019
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4
A pragmatic guide to geoparsing evaluation ...
Gritta, Milan; Pilehvar, Mohammad Taher; Collier, Nigel. - : Apollo - University of Cambridge Repository, 2019
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5
A Pragmatic Guide to Geoparsing Evaluation
Gritta, Milan; Collier, Nigel; Pilehvar, mohammad. - : Paradigm Press, 2019. : Language Resources and Evaluation, 2019
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6
A pragmatic guide to geoparsing evaluation: Toponyms, Named Entity Recognition and pragmatics
In: Lang Resour Eval (2019)
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7
Which Melbourne? Augmenting geocoding with maps ...
Gritta, Milan; Pilehvar, Mohammad; Collier, Nigel. - : Apollo - University of Cambridge Repository, 2018
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8
A Pragmatic Guide to Geoparsing Evaluation ...
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9
Which Melbourne? Augmenting geocoding with maps
Gritta, Milan; Pilehvar, Mohammad; Collier, Nigel. - : Association for Computational Linguistics, 2018. : ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers), 2018
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10
Research data supporting "Vancouver Welcomes You! Minimalist Location Metonymy Resolution" ...
Gritta, Milan; Collier, Nigel; Limsopatham, N. - : Apollo - University of Cambridge Repository, 2017
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11
Vancouver Welcomes You! Minimalist Location Metonymy Resolution
Gritta, Milan; Pilehvar, Mohammad; Limsopatham, N. - : Association for Computational Linguistics, 2017
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