AVIS: Autonomous Visual Information Seeking with Large Language Models.
Ziniu HuAhmet IscenChen SunKai-Wei ChangYizhou SunDavid A. RossCordelia SchmidAlireza FathiPublished in: CoRR (2023)
Keyphrases
- language model
- information seeking
- information retrieval
- language modeling
- search tasks
- probabilistic model
- document retrieval
- n gram
- speech recognition
- interactive information retrieval
- query expansion
- statistical language models
- retrieval model
- information resources
- language modelling
- test collection
- low level
- search sessions
- language models for information retrieval
- vector space model
- document ranking
- statistical language modeling
- smoothing methods
- relevance model
- relevance assessments
- visual features
- query terms
- search behavior
- information retrieval systems
- contextual factors
- document collections
- high level
- multimedia
- databases