All Against Some: Efficient Integration of Large Language Models for Message Passing in Graph Neural Networks.
Ajay JaiswalNurendra ChoudharyRavinarayana AdkathimarMuthu P. AlagappanGaurush HiranandaniYing DingZhangyang WangEdward W. HuangKarthik SubbianPublished in: CoRR (2024)
Keyphrases
- message passing
- language model
- language modeling
- belief propagation
- statistical language models
- n gram
- information retrieval
- probabilistic model
- language modelling
- distributed systems
- speech recognition
- probabilistic inference
- test collection
- query expansion
- retrieval model
- shared memory
- document retrieval
- approximate inference
- inference in graphical models
- distributed shared memory
- factor graphs
- smoothing methods
- graphical models
- markov random field
- max product
- sum product
- document ranking
- language models for information retrieval
- information extraction
- active learning