Fengyu Guo — accepted AI-conference papers

2024

Quantum Interference Model for Semantic Biases of Glosses in Word Sense Disambiguation

Junwei Zhang, Ruifang He, Fengyu Guo, Chang Liu

AAAI 2024technical

Word Sense Disambiguation (WSD) aims to determine the meaning of the target word according to the given context. Currently, a single representation enhanced by glosses from different dictionaries or languages is used to characterize each word sense. By analyzing the similarity between glosses of the…

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2023

Quantum-Inspired Representation for Long-Tail Senses of Word Sense Disambiguation

Junwei Zhang, Ruifang He, Fengyu Guo

AAAI 2023technical

Data imbalance, also known as the long-tail distribution of data, is an important challenge for data-driven models. In the Word Sense Disambiguation (WSD) task, the long-tail phenomenon of word sense distribution is more common, making it difficult to effectively represent and identify Long-Tail Sen…

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