Extracting causal relations from the literature with word vector mapping
Sign Up to like & getrecommendations! Published in 2019 at "Computers in biology and medicine"
DOI: 10.1016/j.compbiomed.2019.103524
Abstract: Causal graphs play an essential role in the determination of causalities and have been applied in many domains including biology and medicine. Traditional causal graph construction methods are usually data-driven and may not deliver the… read more here.
Keywords: seed; causal; biology; causality ... See more keywords
Story grammar elements and causal relations in the narratives of Russian-Hebrew bilingual children with SLI and typical language development.
Sign Up to like & getrecommendations! Published in 2017 at "Journal of communication disorders"
DOI: 10.1016/j.jcomdis.2017.08.001
Abstract: BACKGROUND While there is general agreement regarding poor performance of children with Specific Language Impairment (SLI) on microstructure measures of narrative production, findings on macrostructure are inconsistent. PURPOSE The present study analyzed narrative abilities of… read more here.
Keywords: russian hebrew; story; story grammar; elements causal ... See more keywords
Online processing of causal relations in beginning first and second language readers
Sign Up to like & getrecommendations! Published in 2018 at "Learning and Individual Differences"
DOI: 10.1016/j.lindif.2017.11.007
Abstract: Abstract We investigated online processing of causal relations in beginning first (L1) and second language (L2) readers (8–10 years old). By means of eye-tracking, we measured children's processing times of two-clause sentences including a causal relation.… read more here.
Keywords: processing; causal; online processing; relations beginning ... See more keywords
A survey of the extraction and applications of causal relations
Sign Up to like & getrecommendations! Published in 2022 at "Natural Language Engineering"
DOI: 10.1017/s135132492100036x
Abstract: Abstract Causationin written natural language can express a strong relationship between events and facts. Causation in the written form can be referred to as a causal relation where a cause event entails the occurrence of… read more here.
Keywords: applications causal; causal relations; extraction; language ... See more keywords
The search for causality: A comparison of different techniques for causal inference graphs.
Sign Up to like & getrecommendations! Published in 2021 at "Psychological methods"
DOI: 10.1037/met0000390
Abstract: Estimating causal relations between two or more variables is an important topic in psychology. Establishing a causal relation between two variables can help us in answering that question of why something happens. However, using solely… read more here.
Keywords: causality comparison; search causality; causal; different techniques ... See more keywords
Reconstruction of a directed acyclic graph with intervention.
Sign Up to like & getrecommendations! Published in 2020 at "Electronic journal of statistics"
DOI: 10.1214/20-ejs1767
Abstract: Identification of causal relations among variables is central to many scientific investigations, as in regulatory network analysis of gene interactions and brain network analysis of effective connectivity of causal relations between regions of interest. Statistically,… read more here.
Keywords: reconstruction; causal relations; directed acyclic; dag structure ... See more keywords