Applying Large Language Models for Causal Structure Learning in Non Small Cell Lung Cancer.
Narmada NaikAyush KhandelwalMohit JoshiMadhusudan AtreHollis WrightKavya KannanScott HillGiridhar MamidipudiGanapati SrinivasaCarlo BifulcoBrian PieningKevin MatlockPublished in: CoRR (2023)
Keyphrases
- language model
- structure learning
- lung cancer
- bayesian networks
- probabilistic model
- graphical models
- cancer cells
- language modeling
- dependency structure
- n gram
- conditional independence
- markov logic networks
- transfer learning
- information retrieval
- smoothing methods
- parameter estimation
- markov networks
- network structure
- scoring function
- knowledge discovery
- causal models
- sample size
- risk factors
- natural language processing
- association rules
- machine learning