ColPali: Efficient Document Retrieval with Vision Language Models.
Manuel FaysseHugues SibilleTony WuBilel OmraniGautier ViaudCéline HudelotPierre ColomboPublished in: CoRR (2024)
Keyphrases
- document retrieval
- language model
- language modeling
- information retrieval
- retrieval model
- n gram
- probabilistic model
- query expansion
- cross language
- document ranking
- document collections
- text retrieval
- passage retrieval
- smoothing methods
- test collection
- ranking functions
- document level
- learning to rank
- vector space model
- retrieved documents
- relevance model
- relevant documents
- machine learning
- decision trees
- feature space
- information retrieval systems
- relevance feedback