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Kerui Zhu

2 accepted papers

2023

DimonGen: Diversified Generative Commonsense Reasoning for Explaining Concept Relationships

ACL 2023long

In this paper, we propose DimonGen, which aims to generate diverse sentences describing concept relationships in various everyday scenarios. To support this, we first create a benchmark dataset for this task by adapting the existing CommonGen dataset. We then propose a two-stage model called MoREE t…

2022

DEER: Descriptive Knowledge Graph for Explaining Entity Relationships

EMNLP 2022main

We propose DEER (Descriptive Knowledge Graph for Explaining Entity Relationships) - an open and informative form of modeling entity relationships. In DEER, relationships between entities are represented by free-text relation descriptions. For instance, the relationship between entities of machine le…