Text encoders bottleneck compositionality in contrastive vision-language models.
Amita KamathJack HesselKai-Wei ChangPublished in: EMNLP (2023)
Keyphrases
- language model
- information retrieval
- language modeling
- document level
- retrieval model
- n gram
- probabilistic model
- document retrieval
- speech recognition
- text retrieval
- query expansion
- test collection
- smoothing methods
- statistical language models
- multiword
- language modelling
- text mining
- language models for information retrieval
- context sensitive
- pseudo relevance feedback
- document ranking
- ad hoc information retrieval
- video search
- translation model
- vector space model
- okapi bm
- relevance model
- improve retrieval effectiveness
- document analysis
- query terms
- semantic information