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Zhunheng Wang

3 accepted papers

2025

Towards Robust Few-Shot Relation Classification: Incorporating Relation Description with Agreement

EMNLP 2025

Few-shot relation classification aims to recognize the relation between two mentioned entities, with the help of only a few support samples. However, a few samples tend to be limited for tackling unlimited queries. If a query cannot find references from the support samples, it is defined as none-of-

2024

ECoK: Emotional Commonsense Knowledge Graph for Mining Emotional Gold

ACL 2024findings

The demand for understanding and expressing emotions in the field of natural language processing is growing rapidly. Knowledge graphs, as an important form of knowledge representation, have been widely utilized in various emotion-related tasks. However, existing knowledge graphs mainly focus on the…

2024

Simple but Effective Compound Geometric Operations for Temporal Knowledge Graph Completion

ACL 2024long

Temporal knowledge graph completion aims to infer the missing facts in temporal knowledge graphs. Current approaches usually embed factual knowledge into continuous vector space and apply geometric operations to learn potential patterns in temporal knowledge graphs. However, these methods only adopt…