Images Speak Louder than Words: Understanding and Mitigating Bias in Vision-Language Model from a Causal Mediation Perspective.
Zhaotian WengZijun GaoJerone T. A. AndrewsJieyu ZhaoPublished in: CoRR (2024)
Keyphrases
- language model
- n gram
- language modeling
- probabilistic model
- context sensitive
- image retrieval
- image database
- document retrieval
- retrieval model
- multiword
- translation model
- query expansion
- document representation
- statistical language models
- ad hoc information retrieval
- language modelling
- image annotation
- mixture model
- statistical language modeling
- bayesian networks
- test collection
- speech recognition
- word segmentation
- text classification
- smoothing methods
- word error rate
- query terms
- dependency structure
- vector space model
- text documents
- natural language