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Strictly confidential. Property of Trooclick. The document cannot be shared or disseminated without the express written permission of Trooclick.
Creadev
BP, April 2014
DRFact-checking: Humans vs Robots,
Who Will Win?
GEN Summit
Wednesday June 11, 2014
Speaker: Stanislas Motte
www.trooclick.com
@Trooclick
2
Humans vs. Robots
Do you know a human who can:
• Simultaneously compare articles in 8 different
languages?
• And fact-check over 10,000 articles from 3,000
sources in real time?
• And give the same results whether after lunch or
early in the morning?
3
4 Limits of automation vs. manual fact-checking
1. Omission
2. Investigation
3. Intuition
4. Ambiguities of language
4
How is it made possible?
Thanks to Natural Language Processing
“Lonely Planet priced at $17-19 on the US market.”
The secret is in the context (the only answer is NLP)
5
Where we stand today
No proof – No fact-checking
FIREFOXCHROME
6
Where we stand today
No proof – No fact-checking
FIREFOXCHROME
7
Automated fact-checking tomorrow
45%
35%
25%
15%
65%
75%
85%
95%
On 100% of
websites
DR
17 humans working for a robot
Launching Summer 2014…
www.trooclick.com
@Trooclick
stanislas.motte@trooclick.com

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Stanislas Motte, Trooclick, 11 June

  • 1. Strictly confidential. Property of Trooclick. The document cannot be shared or disseminated without the express written permission of Trooclick. Creadev BP, April 2014 DRFact-checking: Humans vs Robots, Who Will Win? GEN Summit Wednesday June 11, 2014 Speaker: Stanislas Motte www.trooclick.com @Trooclick
  • 2. 2 Humans vs. Robots Do you know a human who can: • Simultaneously compare articles in 8 different languages? • And fact-check over 10,000 articles from 3,000 sources in real time? • And give the same results whether after lunch or early in the morning?
  • 3. 3 4 Limits of automation vs. manual fact-checking 1. Omission 2. Investigation 3. Intuition 4. Ambiguities of language
  • 4. 4 How is it made possible? Thanks to Natural Language Processing “Lonely Planet priced at $17-19 on the US market.” The secret is in the context (the only answer is NLP)
  • 5. 5 Where we stand today No proof – No fact-checking FIREFOXCHROME
  • 6. 6 Where we stand today No proof – No fact-checking FIREFOXCHROME
  • 8. DR 17 humans working for a robot Launching Summer 2014… www.trooclick.com @Trooclick stanislas.motte@trooclick.com