An Interactive Multi-modal Query Answering System with Retrieval-Augmented Large Language Models.
Mengzhao WangHaotian WuXiangyu KeYunjun GaoXiaoliang XuLu ChenPublished in: CoRR (2024)
Keyphrases
- multi modal
- query answering
- language model
- retrieval model
- document retrieval
- query expansion
- test collection
- ad hoc information retrieval
- language models for information retrieval
- data exchange
- information retrieval
- statistical language models
- language modeling
- smoothing methods
- query terms
- document ranking
- integrity constraints
- cross modal
- relevance model
- data integration
- n gram
- probabilistic model
- language modelling
- incomplete information
- video search
- audio visual
- okapi bm
- retrieval systems
- high dimensional
- schema mappings
- text retrieval
- relevance feedback
- statistical language modeling
- pseudo relevance feedback
- data management
- information retrieval systems
- image annotation
- image retrieval
- document collections