GraphEdit: Large Language Models for Graph Structure Learning.
Zirui GuoLianghao XiaYanhua YuYuling WangZixuan YangWei WeiLiang PangTat-Seng ChuaChao HuangPublished in: CoRR (2024)
Keyphrases
- language model
- structure learning
- graphical models
- probabilistic model
- bayesian networks
- language modeling
- dependency structure
- conditional independence
- n gram
- markov logic networks
- retrieval model
- directed acyclic graph
- parameter estimation
- scoring function
- mixture model
- smoothing methods
- information retrieval
- directed graph
- language models for information retrieval
- transfer learning
- random walk
- query expansion
- network structure
- markov networks
- random variables
- sample size
- belief propagation
- conditional probabilities
- generative model
- em algorithm
- natural language processing
- relevance model
- probability distribution
- active learning
- search engine
- data mining