Weak Supervision Helps Emergence of Word-Object Alignment and Improves Vision-Language Tasks.
Corentin KervadecGrigory AntipovMoez BaccoucheChristian WolfPublished in: ECAI (2020)
Keyphrases
- d objects
- linguistic knowledge
- vision system
- computer vision
- programming language
- co occurrence
- visually guided
- parallel corpus
- lexical information
- word level
- image alignment
- complex objects
- language learning
- language specific
- word order
- chinese text retrieval
- english text
- word alignment
- spatial relations
- n gram
- source language
- language processing
- data objects
- word meaning
- sentence pairs
- hidden markov models