Datafication of translation (Welocalize)

Post on 15-Apr-2017

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transcript

data science program

Welocalize

welocalize.com

SMART RESOURCINGPilot Project

welocalize.com

How can we apply NLP and machine learning to content?

ANALYSING SOURCE CONTENTDo reading level, source grammar

errors, or terminology density correlate with errors?

DATAMINING QUERIESCan we detect relationships

between content and queries?

PREDICTING ERRORSCan we design models based on

past errors to identify at-risk segments?

SEGMENT LEVEL PREDICTIONS