Search Results for author: Songtai Dai

Found 3 papers, 2 papers with code

BDKG at MEDIQA 2021: System Report for the Radiology Report Summarization Task

no code implementations • NAACL (BioNLP) 2021 • Songtai Dai, Quan Wang, Yajuan Lyu, Yong Zhu

This paper presents our winning system at the Radiology Report Summarization track of the MEDIQA 2021 shared task.

Domain Adaptation

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Building Chinese Biomedical Language Models via Multi-Level Text Discrimination

1 code implementation • 14 Oct 2021 • Quan Wang, Songtai Dai, Benfeng Xu, Yajuan Lyu, Yong Zhu, Hua Wu, Haifeng Wang

In this work we introduce eHealth, a Chinese biomedical PLM built from scratch with a new pre-training framework.

Domain Adaptation

11,370

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CoKE: Contextualized Knowledge Graph Embedding

3 code implementations • 6 Nov 2019 • Quan Wang, Pingping Huang, Haifeng Wang, Songtai Dai, Wenbin Jiang, Jing Liu, Yajuan Lyu, Yong Zhu, Hua Wu

This work presents Contextualized Knowledge Graph Embedding (CoKE), a novel paradigm that takes into account such contextual nature, and learns dynamic, flexible, and fully contextualized entity and relation embeddings.

Knowledge Graph Embedding Link Prediction +1

6,867

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