Increasing Visual Awareness in Multimodal Neural Machine Translation from an Information Theoretic Perspective.
Baijun JiTong ZhangYicheng ZouBojie HuSi ShenPublished in: EMNLP (2022)
Keyphrases
- information theoretic
- machine translation
- mutual information
- information theory
- cross lingual
- theoretic framework
- language independent
- natural language processing
- information theoretic measures
- information bottleneck
- target language
- jensen shannon divergence
- information extraction
- statistical machine translation
- multi modal
- cross language information retrieval
- multi modality
- word alignment
- language resources
- multilingual documents
- natural language
- machine translation system
- visual features
- machine learning
- brazilian portuguese
- chinese english
- word level
- image analysis
- knowledge base