https://www.theinsaneapp.com/2023/04/extracting-causal-chains-from-text-using-language-models.html
Jul 30, 2023 - Helliun creates a python library to extract causal chains from text by summarizing the text using bart-cause-effect model from Hugging Face Transformers
language modelsprojectextractingcausalchains
https://www.amazon.science/publications/causal-discovery-with-score-matching-on-additive-models-with-arbitrary-noise
Causal discovery methods are intrinsically constrained by the set of assumptions needed to ensure structure identifiability. Moreover additional restrictions...
causal discoveryadditive modelsscorematchingarbitrary
https://www.arxiv.org/abs/2512.07796
Abstract page for arXiv paper 2512.07796: Large Causal Models from Large Language Models
causal modelslargelanguage
https://openreview.net/forum?id=HFG7LcCCwK&referrer=%5Bthe%20profile%20of%20Matt%20Jordan%5D(%2Fprofile%3Fid%3D~Matt_Jordan1)
The ability to apply causal reasoning from observational data has made causal inference algorithms widely adopted in machine learning applications. While there...
generative modelsconditionalsufficientsamplecausal