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Jill Fain Lehman

2 accepted papers

2021

Robust Knowledge Graph Completion with Stacked Convolutions and a Student Re-Ranking Network

ACL 2021long

Knowledge Graph (KG) completion research usually focuses on densely connected benchmark datasets that are not representative of real KGs. We curate two KG datasets that include biomedical and encyclopedic knowledge and use an existing commonsense KG dataset to explore KG completion in the more reali…

2021

Translational NLP: A New Paradigm and General Principles for Natural Language Processing Research

NAACL 2021long

Natural language processing (NLP) research combines the study of universal principles, through basic science, with applied science targeting specific use cases and settings. However, the process of exchange between basic NLP and applications is often assumed to emerge naturally, resulting in many in…

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