datafication of translation (welocalize)
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