Handling Entity Normalization with no Annotated Corpus: Weakly Supervised Methods Based on Distributional Representation and Ontological Information

no code implementations • LREC 2020 • Arnaud Ferr{\'e}, Robert Bossy, Mouhamadou Ba, Louise Del{\'e}ger, Thomas Lavergne, Pierre Zweigenbaum, Claire N{\'e}dellec

We propose a new approach to address the scarcity of training data that extends the CONTES method by corpus selection, pre-processing and weak supervision strategies, which can yield high-performance results without any manually annotated examples.

BIG-bench Machine Learning Entity Linking

Bacteria Biotope at BioNLP Open Shared Tasks 2019

no code implementations • WS 2019 • Robert Bossy, Louise Del{\'e}ger, Estelle Chaix, Mouhamadou Ba, Claire N{\'e}dellec

This paper presents the fourth edition of the Bacteria Biotope task at BioNLP Open Shared Tasks 2019.

Overview of the Regulatory Network of Plant Seed Development (SeeDev) Task at the BioNLP Shared Task 2016.

no code implementations • WS 2016 • Estelle Chaix, Bertr Dubreucq, , Abdelhak Fatihi, Dialekti Valsamou, Robert Bossy, Mouhamadou Ba, Louise Del{\'e}ger, Pierre Zweigenbaum, Philippe Bessi{\`e}res, Loic Lepiniec, Claire N{\'e}dellec

Entity Extraction using GAN

Overview of the Bacteria Biotope Task at BioNLP Shared Task 2016

no code implementations • WS 2016 • Louise Del{\'e}ger, Robert Bossy, Estelle Chaix, Mouhamadou Ba, Arnaud Ferr{\'e}, Philippe Bessi{\`e}res, Claire N{\'e}dellec