2 code implementations • 14 Dec 2022 • Xuandong Zhao, Siqi Ouyang, Zhiguo Yu, Ming Wu, Lei LI
How can we extend a pre-trained model to many language understanding tasks, without labeled or additional unlabeled data?
1 code implementation • Findings (ACL) 2022 • Xuandong Zhao, Zhiguo Yu, Ming Wu, Lei LI
How to learn highly compact yet effective sentence representation?
no code implementations • 21 Sep 2017 • Zhiguo Yu, Byron C. Wallace, Todd Johnson, Trevor Cohen
In this paper, we present a method that retrofits distributional context vector representations of biomedical concepts using structural information from the UMLS Metathesaurus, such that the similarity between vector representations of linked concepts is augmented.