Quantifying and Mitigating Unimodal Biases in Multimodal Large Language Models: A Causal Perspective.
Meiqi ChenYixin CaoYan ZhangChaochao LuPublished in: CoRR (2024)
Keyphrases
- language model
- language modeling
- n gram
- probabilistic model
- test collection
- speech recognition
- document retrieval
- retrieval model
- language modelling
- multi modal
- ad hoc information retrieval
- statistical language models
- information retrieval
- smoothing methods
- document ranking
- language model for information retrieval
- audio visual
- context sensitive
- query expansion
- word error rate
- translation model
- pseudo relevance feedback
- vector space model
- language models for information retrieval
- automatic speech recognition
- relevance model
- document length
- collaborative filtering