Leveraging Generative Large Language Models with Visual Instruction and Demonstration Retrieval for Multimodal Sarcasm Detection.
Binghao TangBoda LinHaolong YanSi LiPublished in: NAACL-HLT (2024)
Keyphrases
- language model
- retrieval model
- document retrieval
- query expansion
- test collection
- language modeling
- information retrieval
- language models for information retrieval
- ad hoc information retrieval
- query terms
- n gram
- relevance model
- statistical language models
- document ranking
- language modelling
- document length
- probabilistic model
- smoothing methods
- cross language retrieval
- query specific
- language modeling framework
- statistical language modeling
- speech recognition
- okapi bm
- pseudo relevance feedback
- ad hoc retrieval
- vector space model
- ir models
- document level
- passage retrieval
- visual information
- context sensitive
- generative model
- term dependencies
- image database
- pseudo feedback
- multimedia
- multi modal
- retrieval effectiveness
- translation model
- text retrieval
- relevant documents
- document collections
- visual features
- image retrieval
- retrieval accuracy
- information retrieval systems
- term frequency
- tf idf
- retrieval systems
- sentence retrieval
- relevance feedback
- retrieval method
- retrieval process
- term weighting
- video search