GraphEdit: Large Language Models for Graph Structure Learning.

Zirui Guo Lianghao Xia Yanhua Yu Yuling Wang Zixuan Yang Wei Wei Liang Pang Tat-Seng Chua Chao Huang

Published 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