Which Modality should I use - Text, Motif, or Image? : Understanding Graphs with Large Language Models.
Debarati DasIshaan GuptaJaideep SrivastavaDongyeop KangPublished in: CoRR (2023)
Keyphrases
- image understanding
- language model
- information retrieval
- language modeling
- document retrieval
- text retrieval
- n gram
- probabilistic model
- document level
- query expansion
- statistical language models
- computer vision
- speech recognition
- object recognition
- retrieval model
- image annotation
- object detection
- language modelling
- image segmentation
- multi modal
- test collection
- multiword
- image analysis
- smoothing methods
- image processing
- translation model
- context sensitive
- language models for information retrieval
- relevance model
- text mining
- keywords
- vector space model
- web documents
- document ranking
- okapi bm
- text documents
- semantic information
- image classification
- information retrieval systems
- improve retrieval effectiveness