Search Results for author: Julien Fauqueur

Found 2 papers, 1 papers with code

Learning Informative Representations of Biomedical Relations with Latent Variable Models

1 code implementation EMNLP (sustainlp) 2020 Harshil Shah, Julien Fauqueur

In both cases, recent methods have achieved strong results by learning a point estimate to represent the relation; this is then used as the input to a relation classifier.

Relation Relation Extraction +1

Constructing large scale biomedical knowledge bases from scratch with rapid annotation of interpretable patterns

no code implementations WS 2019 Julien Fauqueur, Ashok Thillaisundaram, Theodosia Togia

In this paper, we present a simple and effective method of extracting new facts with a pre-specified binary relationship type from the biomedical literature, without requiring any training data or hand-crafted rules.

Drug Discovery Knowledge Base Completion +1

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