A survey on extraction of causal relations from natural language text

J Yang, SC Han, J Poon - Knowledge and Information Systems, 2022 - Springer
As an essential component of human cognition, cause–effect relations appear frequently in
text, and curating cause–effect relations from text helps in building causal networks for …

Automatic extraction of causal relations from natural language texts: a comprehensive survey

N Asghar - ar**, and graph analytics for public policy
R Hooper, N Goyal, K Blok, L Scholten - Policy Sciences, 2024 - Springer
Although causal evidence synthesis is critical for the policy sciences—whether it be analysis
for policy or analysis of policy—its repeatable, systematic, and transparent execution …

Extracting temporal and causal relations based on event networks

DT Vo, F Al-Obeidat, E Bagheri - Information Processing & Management, 2020 - Elsevier
Event relations specify how different event flows expressed within the context of a textual
passage relate to each other in terms of temporal and causal sequences. There have …