Event Graph
Related Papers
Event Graph based Sentence Fusion
AbstractSentence fusion is a conditional generation task that merges several related sentences into a coherent one, which can be deemed as a summary sentence. The importance of sentence fusion has …...
ExCAR: Event Graph Knowledge Enhanced Explainable Causal Reasoning
AbstractPrior work infers the causation between events mainly based on the knowledge induced from the annotated causal event pairs. However, additional evidence information intermediate to the cause and effect remains …...
Timeline Summarization based on Event Graph Compression via Time-Aware Optimal Transport
AbstractTimeline Summarization identifies major events from a news collection and describes them following temporal order, with key dates tagged. Previous methods generally generate summaries separately for each date after they …...
A Graph Enhanced BERT Model for Event Prediction
AbstractPredicting the subsequent event for an existing event context is an important but challenging task, as it requires understanding the underlying relationship between events. Previous methods propose to retrieve relational …...
Language Models of Code are Few-Shot Commonsense Learners
AbstractWe address the general task of structured commonsense reasoning: given a natural language input, the goal is to generate a graph such as an event or a reasoning-graph. To employ …...
SEEN: Structured Event Enhancement Network for Explainable Need Detection of Information Recall Assistance
AbstractWhen recalling life experiences, people often forget or confuse life events, which necessitates information recall services. Previous work on information recall focuses on providing such assistance reactively, i.e., by retrieving …...
Open-Domain Hierarchical Event Schema Induction by Incremental Prompting and Verification
AbstractEvent schemas are a form of world knowledge about the typical progression of events. Recent methods for event schema induction use information extraction systems to construct a large number of …...