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CATEGORIES:NLIP Seminar Series
SUMMARY:Multilingual Image Description with Neural Sequenc
 e Models - Eva Hasler\, University of Cambridge
DTSTART;TZID=Europe/London:20160205T120000
DTEND;TZID=Europe/London:20160205T130000
UID:TALK62971AThttp://talks.cam.ac.uk
URL:http://talks.cam.ac.uk/talk/index/62971
DESCRIPTION:We introduce multilingual image description\, the 
 task of generating descriptions of images given da
 ta in multiple languages. This can be viewed as vi
 sually-grounded machine translation\, allowing the
  image to play a role in disambiguating language. 
 We present models for this task that are inspired 
 by neural models for image description and machine
  translation. Our multilingual image description m
 odels generate target-language sentences using fea
 tures transferred from separate models: multimodal
  features from a monolingual source-language image
  description model and visual features from an obj
 ect recognition model. In experiments on a dataset
  of images paired with English and German sentence
 s\, using BLEU and Meteor as a metric\, our models
  substantially improve upon existing monolingual i
 mage description models.
LOCATION:FW26\, Computer Laboratory
CONTACT:Kris Cao
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