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Top 10 Signs of the
Textpocalypse
Steven Cohen
EVP & COO
CO-FOUNDER
Basis Technology
O P E N
D A T A
S C I E N C E
C O N F E R E N C E_
BOSTON 2015
@opendatasci
Top 10 Signs of the Textpocalypse
10
Anglocentrique
‫اﻹﻧﺟﻠﯾزﯾﺔ‬ ‫اﻟﻠﻐﺔ‬ ‫ﻓﻲ‬ ‫اﻟﻧص‬ ‫ﻋن‬ ‫اﻟﺗﻔﻛﯾر‬
思考所有文字应是英文
‫אנגלית‬ ‫רק‬ ‫ומדברים‬ ‫כותבים‬ ‫לא‬ ‫כולם‬ ‫למה‬ ‫תוהים‬
9
Doing SaaS when it
should be on prem
and vice versa
8
Not considering how your genre or domain may
differ from that for which the model was built.
7
Subjective, anecdotal
rather than objective,
empirical evaluation
6
Thinking
entity extraction
is the same as
entity resolution
5
Forgetting the
importance of
overrides
4
Thinking all you need
is ‘machine learning’
3
Expecting perfect
accuracy
2
Confusing sentiment
for intent
1
Not combining with other sources of signal
(structured, multi-media)
Thank you
Linguistic analysis platform for OEM and SaaS
companies to add NLP to their products.

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Top 10 Signs of the Textpocalypse