Research Article

Improving Causality Induction with Category Learning

Table 4

System composition comparison of GCAS, GCAS-L, and CL-CIS.

System compositionGCASGCAS-LCL-CIS

Modules
 Category learning
 Classify exemplars into
 categories
 Category and causal mapping
 Causal learning
 Building causal-effect
 relations
 Testing causal-effect
 relations
Libraries
 Causality in verbs
 Causality in discourse
 connectives
Optional
 Implicit causalityOptional