Debating Evil: Using Word Embeddings to Analyze Parliamentary Debates on War Criminals in The Netherlands

Milan Lange, van; Ralf Futselaar

Debating Evil: Using Word Embeddings to Analyze Parliamentary Debates on War Criminals in The Netherlands

NIOD Instituut voor Oorlogs-, Holocaust- en Genocidestudies

Onderzoeksoutput: Bijdrage aan conferentie › Paper › Wetenschappelijk › peer review

Samenvatting

We are proposing a method to investigate changes in historical discourse by using large bodies of text and word embedding models. As a case study, we investigate discussions in Dutch Parliament about the punishment of war criminals in the period 1945-1975. We will demonstrate how word embedding models, trained with Google’s Word2Vec algorithm, can be used to trace historical developments in parliamentary vocabulary through time.

Originele taal-2	Engels
Pagina's	147-153
Aantal pagina's	6
Status	Gepubliceerd - 20 sep. 2018
Evenement	Conference on Language Technologies and Digital Humanities 2018 - Fakulteta za elektrotehniko, Univerza v Ljubljani, Ljubliana, Slovenië Duur: 20 sep. 2018 → 21 sep. 2018 http://www.sdjt.si/jtdh-2018/

Conferentie

Conferentie	Conference on Language Technologies and Digital Humanities 2018
Verkorte titel	JTDH 2018
Land/Regio	Slovenië
Stad	Ljubliana
Periode	20/09/2018 → 21/09/2018
Internet adres	http://www.sdjt.si/jtdh-2018/

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http://www.sdjt.si/wp/wp-content/uploads/2018/09/JTDH-2018_Lange-et-al_Debating-evil-Using-Word-Embeddings-to-Analyze-Parliamentary-Debates-on-War-Criminals-in-The-Netherlands.pdfLicentie: Unspecified

1 Artikel
1 PhD thesis (Proefschrift)

Emotional Imprints: A Computer-assisted Analysis of War-related Emotions in Dutch Parliamentary Debates, 1945–1989
Lange, van, M., 10 dec. 2021, Utrecht: Utrecht University. 261 blz.
Onderzoeksoutput: PhD Thesis (Proefschrift) › PhD thesis (Proefschrift)

Open Access
Debating Evil: Using Word Embeddings to Analyse Parliamentary Debates on War Criminals in the Netherlands
Lange, van, M. & Futselaar, R., 07 jun. 2019, In: Prispevki za novejšo zgodovino / Inštitut za zgodovino delavskega gibanja. 59, 1, blz. 140-156 17 blz.
Onderzoeksoutput: Bijdrage aan wetenschappelijk tijdschrift/periodieke uitgave › Artikel › Wetenschappelijk › peer review

Open Access

Citeer dit

Lange, van, M., & Futselaar, R. (2018). Debating Evil: Using Word Embeddings to Analyze Parliamentary Debates on War Criminals in The Netherlands. 147-153. Paper gepresenteerd op Conference on Language Technologies and Digital Humanities 2018, Ljubliana, Slovenië. http://www.sdjt.si/wp/wp-content/uploads/2018/09/JTDH-2018_Lange-et-al_Debating-evil-Using-Word-Embeddings-to-Analyze-Parliamentary-Debates-on-War-Criminals-in-The-Netherlands.pdf

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abstract = "We are proposing a method to investigate changes in historical discourse by using large bodies of text and word embedding models. As a case study, we investigate discussions in Dutch Parliament about the punishment of war criminals in the period 1945-1975. We will demonstrate how word embedding models, trained with Google{\textquoteright}s Word2Vec algorithm, can be used to trace historical developments in parliamentary vocabulary through time.",

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Lange, van, M & Futselaar, R 2018, 'Debating Evil: Using Word Embeddings to Analyze Parliamentary Debates on War Criminals in The Netherlands', Paper gepresenteerd op Conference on Language Technologies and Digital Humanities 2018, Ljubliana, Slovenië, 20/09/2018 - 21/09/2018 blz. 147-153. <http://www.sdjt.si/wp/wp-content/uploads/2018/09/JTDH-2018_Lange-et-al_Debating-evil-Using-Word-Embeddings-to-Analyze-Parliamentary-Debates-on-War-Criminals-in-The-Netherlands.pdf>

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AB - We are proposing a method to investigate changes in historical discourse by using large bodies of text and word embedding models. As a case study, we investigate discussions in Dutch Parliament about the punishment of war criminals in the period 1945-1975. We will demonstrate how word embedding models, trained with Google’s Word2Vec algorithm, can be used to trace historical developments in parliamentary vocabulary through time.

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KW - digital humanities

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KW - hermeneutics

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Debating Evil: Using Word Embeddings to Analyze Parliamentary Debates on War Criminals in The Netherlands

Samenvatting

Conferentie

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Onderzoekersoutput

Emotional Imprints: A Computer-assisted Analysis of War-related Emotions in Dutch Parliamentary Debates, 1945–1989

Debating Evil: Using Word Embeddings to Analyse Parliamentary Debates on War Criminals in the Netherlands

Citeer dit