LMCap: Few-shot Multilingual Image Captioning by Retrieval Augmented Language Model Prompting.
Rita RamosBruno MartinsDesmond ElliottPublished in: ACL (Findings) (2023)
Keyphrases
- language model
- retrieval model
- image retrieval
- document retrieval
- query expansion
- language modeling
- ad hoc information retrieval
- test collection
- information retrieval
- n gram
- statistical language models
- query terms
- cross language retrieval
- image content
- probabilistic model
- smoothing methods
- query specific
- document ranking
- image classification
- image segmentation
- document length
- relevance model
- retrieval process
- search engine
- cross language information retrieval
- speech recognition
- average precision
- cross language
- pseudo feedback
- image database
- information retrieval systems
- visual features
- language modelling
- statistical language modeling
- jelinek mercer
- pseudo relevance feedback
- vector space model
- cross lingual
- context sensitive
- retrieval effectiveness
- text retrieval
- statistical model
- mixture model