Who mentions whom? Recognizing political actors in proceedings
| Authors | |
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| Publication date | 2020 |
| Host editors |
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| Book title | Creating, Using and Linking of Parliamentary Corpora with Other Types of Political Discourse (ParlaCLARIN II) |
| Book subtitle | proceedings : LREC 2020 workshop : Language Resources and Evaluation Conference : 11-16 May 2020 |
| ISBN (electronic) |
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| Event | Creating, Using and Linking of Parliamentary Corpora with Other Types of Political Discourse (ParlaCLARIN II) |
| Pages (from-to) | 35-39 |
| Number of pages | 5 |
| Publisher | Paris: European Language Resources Association |
| Organisations |
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| Abstract |
We show that it is straightforward to train a state of the art named entity tagger (spaCy) to recognize political actors in Dutch parliamentary proceedings with high accuracy. The tagger was trained on 3.4K manually labeled examples, which were created in a modest 2.5 days work. This resource is made available on github. Besides proper nouns of persons and political parties, the tagger can recognize quite complex definite descriptions referring to cabinet ministers, ministries, and parliamentary committees. We also provide a demo search engine which employs the tagged entities in its SERP and result summaries.
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| Document type | Conference contribution |
| Language | English |
| Published at | https://aclanthology.org/2020.parlaclarin-1.7 http://www.lrec-conf.org/proceedings/lrec2020/workshops/ParlaCLARIN2/pdf/2020.parlaclarin-1.7.pdf |
| Downloads |
2020.parlaclarin-1.7-1
(Final published version)
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| Permalink to this page | |
