LMCap: Few-shot Multilingual Image Captioning by Retrieval Augmented Language Model Prompting.
Rita RamosBruno MartinsDesmond ElliottPublished in: CoRR (2023)
Keyphrases
- language model
- retrieval model
- document retrieval
- language modeling
- image retrieval
- query expansion
- test collection
- information retrieval
- ad hoc information retrieval
- image content
- language models for information retrieval
- n gram
- statistical language models
- image database
- image segmentation
- relevance model
- image classification
- probabilistic model
- document ranking
- query specific
- speech recognition
- context sensitive
- key frames
- cross lingual
- document length
- query terms
- relevance feedback
- retrieval method
- cross language retrieval
- information retrieval systems
- language modelling
- co occurrence
- smoothing methods
- retrieval accuracy
- trec collections
- statistical machine translation
- retrieval process
- vector space model
- retrieval effectiveness
- visual features
- document collections