A Visual Tour Of Current Challenges In Multimodal Language Models.
Shashank SonkarNaiming LiuRichard G. BaraniukPublished in: CoRR (2022)
Keyphrases
- language model
- current challenges
- language modeling
- future directions
- document retrieval
- n gram
- utmost importance
- information retrieval
- probabilistic model
- speech recognition
- test collection
- ad hoc information retrieval
- visual information
- retrieval model
- query expansion
- statistical language models
- query terms
- context sensitive
- low level
- language modelling
- visual features
- relevance model
- smoothing methods
- pseudo relevance feedback
- multi modal
- language model for information retrieval
- translation model
- document ranking
- term dependencies
- spoken term detection
- case study
- machine learning
- vector space model
- language models for information retrieval