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Situated Data, Situated Systems: A Methodology to Engage with Power Relations in Natural Language Processing Research ...
Abstract: This presentation introduces a bias-aware methodology we propose for engaging with power relations in natural language processing (NLP) research. NLP research rarely engages with bias in social contexts, limiting its ability to mitigate bias. While researchers have recommended actions, technical methods, and documentation practices, no methodology exists to integrate critical reflections on bias with technical NLP methods. In this presentation we provide an overview of our proposed methodology to mitigate bias in NLP, a focused discussion on one activity of the methodology, and a brief discussion of how we are applying the methodology in our own research on bias in archival metadata descriptions. ...
Keyword: Natural Language Processing
URL: https://dx.doi.org/10.48448/6t77-4p12
https://underline.io/lecture/6594-situated-data,-situated-systems-a-methodology-to-engage-with-power-relations-in-natural-language-processing-research
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Mapping the Bentham Corpus
In: Digital Humanities 2016 ; https://hal.archives-ouvertes.fr/hal-01378029 ; Digital Humanities 2016, Alliance of Digital Humanities Organizations, Jul 2016, Kraków, Poland ; http://dh2016.adho.org/abstracts/372 (2016)
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Visualizing Data for Digital humanities ; Visualizing Data for Digital humanities: Producing Semantic Maps with Information extracted from Corpora and other Media
In: https://hal.archives-ouvertes.fr/hal-01173965 ; Jun 2015, Sydney, Australia. 2015, Proceedings of the conference "Digital Humanities 2015" (2015)
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The myth of the new: Mass digitization, distant reading, and the future of the book
In: LLC. - Oxford : Oxford Univ. Press 28 (2013) 4, 629
OLC Linguistik
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5
The myth of the new: mass digitization, distant reading, and the future of the book
Gooding, Paul; Terras, Melissa; Warwick, Claire. - : Oxford University Press, 2013
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The myth of the new: Mass digitization, distant reading, and the future of the book
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7
Understanding Jane
Terras, Melissa. - : Oxford University Press, 2012
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8
Present, not voting: Digital Humanities in the Panopticon: closing plenary speech, Digital Humanities 2010
In: LLC. - Oxford : Oxford Univ. Press 26 (2011) 3, 257-269
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9
Present, not voting: Digital Humanities in the Panopticon: closing plenary speech, Digital Humanities 2010
Terras, Melissa. - : Oxford University Press, 2011
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10
Artefacts and Errors: Acknowledging Issues of Representation in the Digital: Imaging of Ancient Texts
Terras, Melissa M.. - : Books on Demand (BoD), 2011
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11
Digital curiosities: resource creation via amateur digitization
In: LLC. - Oxford : Oxford Univ. Press 25 (2010) 4, 425-438
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12
Digital curiosities: resource creation via amateur digitization
Terras, Melissa. - : Oxford University Press, 2010
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13
Teaching TEI: the need for TEI by example
In: LLC. - Oxford : Oxford Univ. Press 24 (2009) 3, 297-306
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14
iTrench: A study of user reactions to the use of information technology in field archaeology
In: Literary & linguistic computing. - Oxford : Oxford Univ. Press 24 (2009) 2, 211-224
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15
Selected papers from Digital Humanities 2008, University of Oulu, Finland, June 25 - 29
Opas-Hänninen, Lisa Lena (Hrsg.); Ore, Espen S. (Hrsg.); Warwick, Claire (Hrsg.). - Oxford : Oxford Univ. Press, 2009
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16
Teaching TEI: The Need for TEI by Example
Terras, Melissa; Van den Branden, Ron; Vanhoutte, Edward. - : Oxford University Press, 2009
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17
iTrench: A study of user reactions to the use of information technology in field archaeology
Warwick, Claire; Fisher, Claire; Terras, Melissa. - : Oxford University Press, 2009
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18
If you build it will they come? The LAIRAH study: Quantifying the use of online rescources in the arts and humanities through statistical analysis of user log data
In: LLC. - Oxford : Oxford Univ. Press 23 (2008) 1, 85-102
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19
The master builders: LAIRAH research on good practice in the construction of digital humanities projects
In: Literary & linguistic computing. - Oxford : Oxford Univ. Press 23 (2008) 3, 383
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20
Permanent Pixels: Building Blocks for the Longevity of Digital Surrogates of Historical Photographs. * Rene van Horik.
In: Literary & linguistic computing. - Oxford : Oxford Univ. Press 23 (2008) 2, 241-242
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