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.

Participation de l'\'equipe LAI \`a DEFT 2019 (Participation of team LAI in the DEFT 2019 challenge )

no code implementations • JEPTALNRECITAL 2019 • Jacques Hilbey, Louise Del{\'e}ger, Xavier Tannier

Nous pr{\'e}sentons dans cet article les m{\'e}thodes con{\c{c}}ues et les r{\'e}sultats obtenus lors de notre participation {\`a} la t{\^a}che 3 de la campagne d{'}{\'e}valuation DEFT 2019.

Combining rule-based and embedding-based approaches to normalize textual entities with an ontology

no code implementations • LREC 2018 • Arnaud Ferr{\'e}, Louise Del{\'e}ger, Pierre Zweigenbaum, Claire N{\'e}dellec

Entity Linking Word Embeddings

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

Automatic identification of document sections for designing a French clinical corpus (Identification automatique de zones dans des documents pour la constitution d'un corpus m\'edical en fran\ccais) [in French]

no code implementations • JEPTALNRECITAL 2014 • Louise Del{\'e}ger, Aur{\'e}lie N{\'e}v{\'e}ol

Annotation of specialized corpora using a comprehensive entity and relation scheme

no code implementations • LREC 2014 • Louise Del{\'e}ger, Anne-Laure Ligozat, Cyril Grouin, Pierre Zweigenbaum, Aur{\'e}lie N{\'e}v{\'e}ol

We present the annotation scheme as well as the results of a pilot annotation study covering 35 clinical documents in a variety of subfields and genres.

Relation