When and Why Vision-Language Models Behave like Bags-Of-Words, and What to Do About It?
Mert YüksekgönülFederico BianchiPratyusha KalluriDan JurafskyJames ZouPublished in: ICLR (2023)
Keyphrases
- language model
- n gram
- language modeling
- document representation
- out of vocabulary
- translation model
- multiword
- statistical language modeling
- document retrieval
- retrieval model
- test collection
- information retrieval
- probabilistic model
- dependency structure
- language modelling
- speech recognition
- bag of words
- visual words
- language independent
- word error rate
- word segmentation
- query expansion
- query terms
- document level
- statistical language models
- vector space model
- machine learning
- context sensitive
- keywords
- ad hoc information retrieval
- language model for information retrieval
- document ranking
- language models for information retrieval
- term dependencies
- search engine