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Ruili Pu

2 accepted papers

2024

A Joint Framework with Heterogeneous-Relation-Aware Graph and Multi-Channel Label Enhancing Strategy for Event Causality Extraction

AAAI 2024technical

Event Causality Extraction (ECE) aims to extract the cause-effect event pairs with their structured event information from plain texts. As far as we know, the existing ECE methods mainly focus on the correlation between arguments, without explicitly modeling the causal relationship between events, a…

Cited by 1SourcePDFScholar
2023

Enhancing Event Causality Identification with Event Causal Label and Event Pair Interaction Graph

ACL 2023findings

Most existing event causality identification (ECI) methods rarely consider the event causal label information and the interaction information between event pairs. In this paper, we propose a framework to enrich the representation of event pairs by introducing the event causal label information and t…