Visually-augmented pretrained language models for NLP tasks without images.
Hangyu GuoKun ZhouWayne Xin ZhaoQinyu ZhangJi-Rong WenPublished in: ACL (1) (2023)
Keyphrases
- language model
- image data
- language modeling
- document retrieval
- statistical language models
- image features
- retrieval model
- image database
- probabilistic model
- image classification
- n gram
- image retrieval
- natural language processing
- test collection
- information retrieval
- image understanding
- smoothing methods
- speech recognition
- machine translation
- query expansion
- information extraction
- image annotation
- context sensitive
- machine learning
- vector space model
- relevance model
- language model for information retrieval