Retrieval-augmented Multi-modal Chain-of-Thoughts Reasoning for Large Language Models.
Bingshuai LiuChenyang LyuZijun MinZhanyu WangJinsong SuLongyue WangPublished in: CoRR (2023)
Keyphrases
- multi modal
- language model
- retrieval model
- document retrieval
- ad hoc information retrieval
- test collection
- language models for information retrieval
- query expansion
- information retrieval
- language modeling
- query terms
- statistical language models
- relevance model
- document length
- document ranking
- smoothing methods
- cross modal
- probabilistic model
- n gram
- passage retrieval
- language modelling
- speech recognition
- audio visual
- query specific
- video search
- okapi bm
- vector space model
- text retrieval
- multi modality
- term dependencies
- image annotation
- relevance feedback
- image database
- relevant documents
- retrieval systems
- statistical language modeling
- term frequency
- uni modal
- retrieval effectiveness
- high dimensional
- information retrieval systems
- cross lingual
- tf idf
- search engine