Difference between revisions of "Submissions:2018/JADE: complementing artificial intelligence with human judgment"

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;Title: JADE: A new platform for tagging edits and contradicting AI
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;Title: JADE: complementing artificial intelligence with human judgment
   
 
;[[Submissions#Proposal Themes|Theme]] (optional): Tech & Tools
  
;[[Submissions#Proposal Themes|Theme]] (optional): Tech & Tools
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;Affiliation(s) (optional): Wikimedia Foundation
  
;Affiliation(s) (optional): Wikimedia Foundation
   
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;Abstract: JADE, the Judgment and Dialogue Engine, is a feature under development that will complement the automatic judgment of ORES with thoughtful human-contributed annotations. The ORES service makes rapid predictions about the quality of edits and articles. With a site as big as the English Wikipedia, ORES helps administrators and patrollers do their work more efficiently by automatically triaging tasks. However, ORES does not always get it right. JADE will allow human contributors to step in and add annotations to pages, article revisions, and individual edits (diffs), matching the types of predictions that ORES makes. During this presentation I will explain how JADE works and its potential to make the work of Wikipedians more efficient.
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;Abstract: JADE, the Judgment and Dialogue Engine, is a feature under development that will complement the automatic judgment of the ORES prediction service with thoughtful annotations from human contributors. ORES uses statistical modeling to guess, at massive scale, the quality of articles and edits made to them. On wikis large and small, ORES helps administrators and patrollers do their work more efficiently by automatically triaging incoming tasks – filtering out obvious cases and leaving more subtle ones for human review. However, AI is far from perfect. JADE will allow human contributors to step in and add annotations to pages, article revisions, and individual edits (diffs). These annotations can in turn be used to improve ORES. During this presentation I will explain how JADE works and its potential to make the work of Wikipedians more efficient while giving them a say in how the AI functions.
   
 
;Length of presentation: 15 minutes not including questions, 30 with questions?
  
;Length of presentation: 15 minutes not including questions, 30 with questions?
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'''If you are interested in attending this session, please sign with your username below. This will help reviewers to decide which sessions are of high interest. Sign with four tildes. (<nowiki>~~~~</nowiki>).'''
  
'''If you are interested in attending this session, please sign with your username below. This will help reviewers to decide which sessions are of high interest. Sign with four tildes. (<nowiki>~~~~</nowiki>).'''
   
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# [[User:Gamaliel|Gamaliel]] ([[User talk:Gamaliel|talk]]) 00:02, 22 August 2018 (UTC)
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# ''Add your username here.''
  
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# [[User:Mxn|Minh <span style="font-variant: small-caps;">Nguyễn</span>]]&nbsp;<sup>[[User talk:Mxn|<span style="display: inline-block;">&#x1f4ac;</span>]]</sup> 18:54, 14 September 2018 (UTC)
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# [[User:Omar sansi|Omar sansi]] ([[User talk:Omar sansi|talk]]) 04:49, 20 October 2018 (UTC)
   
 
[[Category:Submissions/2018]]
  
[[Category:Submissions/2018]]

Latest revision as of 04:49, 20 October 2018

This submission has been accepted for WikiConference North America 2018.



Title
JADE: complementing artificial intelligence with human judgment
Theme (optional)
Tech & Tools
Academic Peer Review option
No
Type of submission
Presentation
Author
James Hare
E-mail address
jhare@wikimedia.org
Wikimedia username
Harej (WMF)
Affiliation(s) (optional)
Wikimedia Foundation
Abstract
JADE, the Judgment and Dialogue Engine, is a feature under development that will complement the automatic judgment of the ORES prediction service with thoughtful annotations from human contributors. ORES uses statistical modeling to guess, at massive scale, the quality of articles and edits made to them. On wikis large and small, ORES helps administrators and patrollers do their work more efficiently by automatically triaging incoming tasks – filtering out obvious cases and leaving more subtle ones for human review. However, AI is far from perfect. JADE will allow human contributors to step in and add annotations to pages, article revisions, and individual edits (diffs). These annotations can in turn be used to improve ORES. During this presentation I will explain how JADE works and its potential to make the work of Wikipedians more efficient while giving them a say in how the AI functions.
Length of presentation
15 minutes not including questions, 30 with questions?
Special requests
N/A
Preferred room size
No idea
Have you presented on this topic previously? If yes, where/when?
No
If you will be incorporating a slidedeck during your presentation, do you agree to upload it to Commons before your session, with a CC-BY-SA 4.0 license, including suitable attribution in the slidedeck for any images used?
Yes
Will you attend WikiConference North America if your submission is not accepted?
Yes

Interested attendees

If you are interested in attending this session, please sign with your username below. This will help reviewers to decide which sessions are of high interest. Sign with four tildes. (~~~~).

  1. Gamaliel (talk) 00:02, 22 August 2018 (UTC)
  2. Minh Nguyễn 💬 18:54, 14 September 2018 (UTC)
  3. Omar sansi (talk) 04:49, 20 October 2018 (UTC)
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