The invention discloses a document-level
natural disaster event extraction method fusing an attention
adjacency matrix, and belongs to the technical field of text
data mining, and the method specifically comprises the following steps: 1, collecting
natural disaster events to construct a text
data set, and carrying out document-level
label labeling on the
natural disaster events; step 2, inputting the labeled document into a trigger
word recognition layer for trigger
word recognition; 3, inputting the context of the
sentence where the trigger word is located into an entity recognition layer for event information detection; 4, obtaining a context
label corresponding to the natural disaster event through the entity recognition layer, and generating an attention
adjacency matrix; and step 5, obtaining arguments in the natural disaster event through the graph
network layer and the event output layer, and completing filling of the natural disaster event. According to the method, event
information extraction can be automatically completed from the unstructured corpus, accurate information of the natural disaster event is obtained, and structured display is carried out.