FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2788931857> ?p ?o ?g. }

• W2788931857 abstract "Toponym Resolution, the task of assigning a location mention in a document to a geographic referent (i.e., latitude/longitude), plays a pivotal role in analyzing location-aware content. However, the ambiguities of natural language and a huge number of possible interpretations for toponyms constitute insurmountable hurdles for this task. In this paper, we study the problem of toponym resolution with no additional information other than a gazetteer and no training data. We demonstrate that a dearth of large enough annotated data makes supervised methods less capable of generalizing. Our proposed method estimates the geographic scope of documents and leverages the connections between nearby place names as evidence to resolve toponyms. We explore the interactions between multiple interpretations of mentions and the relationships between different toponyms in a document to build a model that finds the most coherent resolution. Our model is evaluated on three news corpora, two from the literature and one collected and annotated by us; then, we compare our methods to the state-of-the-art unsupervised and supervised techniques. We also examine three commercial products including Reuters OpenCalais, Yahoo! YQL Placemaker, and Google Cloud Natural Language API. The evaluation shows that our method outperforms the unsupervised technique as well as Reuters OpenCalais and Google Cloud Natural Language API on all three corpora; also, our method shows a performance close to that of the state-of-the art supervised method and outperforms it when the test data has 40% or more toponyms that are not seen in the training data." @default.
• W2788931857 created "2018-03-06" @default.
• W2788931857 creator A5043026875 @default.
• W2788931857 creator A5071837282 @default.
• W2788931857 date "2018-01-01" @default.
• W2788931857 modified "2023-09-28" @default.
• W2788931857 title "A Coherent Unsupervised Model for Toponym Resolution" @default.
• W2788931857 cites W1964189668 @default.
• W2788931857 cites W1969665089 @default.
• W2788931857 cites W1979987551 @default.
• W2788931857 cites W1980917420 @default.
• W2788931857 cites W1986353013 @default.
• W2788931857 cites W2000759976 @default.
• W2788931857 cites W2004163170 @default.
• W2788931857 cites W2006027035 @default.
• W2788931857 cites W2018277822 @default.
• W2788931857 cites W2026636239 @default.
• W2788931857 cites W2033673704 @default.
• W2788931857 cites W2039208890 @default.
• W2788931857 cites W2039955401 @default.
• W2788931857 cites W2058497043 @default.
• W2788931857 cites W2091950909 @default.
• W2788931857 cites W2096765155 @default.
• W2788931857 cites W2101181077 @default.
• W2788931857 cites W2112497803 @default.
• W2788931857 cites W2121211192 @default.
• W2788931857 cites W2123661878 @default.
• W2788931857 cites W2141835599 @default.
• W2788931857 cites W2152229249 @default.
• W2788931857 cites W2160424986 @default.
• W2788931857 cites W2161336914 @default.
• W2788931857 cites W2226371358 @default.
• W2788931857 cites W2236323279 @default.
• W2788931857 cites W2251333278 @default.
• W2788931857 cites W2461431309 @default.
• W2788931857 cites W2533888899 @default.
• W2788931857 cites W2736486661 @default.
• W2788931857 cites W2788558106 @default.
• W2788931857 cites W4293247363 @default.
• W2788931857 cites W92741151 @default.
• W2788931857 cites W2007506094 @default.
• W2788931857 doi "https://doi.org/10.1145/3178876.3186027" @default.
• W2788931857 hasPublicationYear "2018" @default.
• W2788931857 type Work @default.
• W2788931857 sameAs 2788931857 @default.
• W2788931857 citedByCount "11" @default.
• W2788931857 countsByYear W27889318572018 @default.
• W2788931857 countsByYear W27889318572019 @default.
• W2788931857 countsByYear W27889318572020 @default.
• W2788931857 countsByYear W27889318572021 @default.
• W2788931857 countsByYear W27889318572023 @default.
• W2788931857 crossrefType "proceedings-article" @default.
• W2788931857 hasAuthorship W2788931857A5043026875 @default.
• W2788931857 hasAuthorship W2788931857A5071837282 @default.
• W2788931857 hasBestOaLocation W27889318571 @default.
• W2788931857 hasConcept C116856471 @default.
• W2788931857 hasConcept C123046963 @default.
• W2788931857 hasConcept C136764020 @default.
• W2788931857 hasConcept C138268822 @default.
• W2788931857 hasConcept C138885662 @default.
• W2788931857 hasConcept C154945302 @default.
• W2788931857 hasConcept C162324750 @default.
• W2788931857 hasConcept C166957645 @default.
• W2788931857 hasConcept C187736073 @default.
• W2788931857 hasConcept C195324797 @default.
• W2788931857 hasConcept C199360897 @default.
• W2788931857 hasConcept C204321447 @default.
• W2788931857 hasConcept C205649164 @default.
• W2788931857 hasConcept C22041718 @default.
• W2788931857 hasConcept C23123220 @default.
• W2788931857 hasConcept C2777096784 @default.
• W2788931857 hasConcept C2778012447 @default.
• W2788931857 hasConcept C2780451532 @default.
• W2788931857 hasConcept C41008148 @default.
• W2788931857 hasConcept C41895202 @default.
• W2788931857 hasConcept C58640448 @default.
• W2788931857 hasConceptScore W2788931857C116856471 @default.
• W2788931857 hasConceptScore W2788931857C123046963 @default.
• W2788931857 hasConceptScore W2788931857C136764020 @default.
• W2788931857 hasConceptScore W2788931857C138268822 @default.
• W2788931857 hasConceptScore W2788931857C138885662 @default.
• W2788931857 hasConceptScore W2788931857C154945302 @default.
• W2788931857 hasConceptScore W2788931857C162324750 @default.
• W2788931857 hasConceptScore W2788931857C166957645 @default.
• W2788931857 hasConceptScore W2788931857C187736073 @default.
• W2788931857 hasConceptScore W2788931857C195324797 @default.
• W2788931857 hasConceptScore W2788931857C199360897 @default.
• W2788931857 hasConceptScore W2788931857C204321447 @default.
• W2788931857 hasConceptScore W2788931857C205649164 @default.
• W2788931857 hasConceptScore W2788931857C22041718 @default.
• W2788931857 hasConceptScore W2788931857C23123220 @default.
• W2788931857 hasConceptScore W2788931857C2777096784 @default.
• W2788931857 hasConceptScore W2788931857C2778012447 @default.
• W2788931857 hasConceptScore W2788931857C2780451532 @default.
• W2788931857 hasConceptScore W2788931857C41008148 @default.
• W2788931857 hasConceptScore W2788931857C41895202 @default.
• W2788931857 hasConceptScore W2788931857C58640448 @default.
• W2788931857 hasLocation W27889318571 @default.
• W2788931857 hasLocation W27889318572 @default.
• W2788931857 hasLocation W27889318573 @default.

• next