SemEval-2018 Task 7: Semantic Relation Extraction and Classification in Scientific Papers

no code implementations • SEMEVAL 2018 • Kata G{\'a}bor, Davide Buscaldi, Anne-Kathrin Schumann, Behrang Qasemizadeh, Ha{\"\i}fa Zargayouna, Thierry Charnois

This paper describes the first task on semantic relation extraction and classification in scientific paper abstracts at SemEval 2018.

Classification General Classification +3

Exploring Vector Spaces for Semantic Relations

no code implementations • EMNLP 2017 • Kata G{\'a}bor, Ha{\"\i}fa Zargayouna, Isabelle Tellier, Davide Buscaldi, Thierry Charnois

Word embeddings are used with success for a variety of tasks involving lexical semantic similarities between individual words.

Clustering General Classification +3

D\'etection et classification non supervis\'ees de relations s\'emantiques dans des articles scientifiques (Unsupervised Classification of Semantic Relations in Scientific Papers)

no code implementations • JEPTALNRECITAL 2016 • Kata G{\'a}bor, Isabelle Tellier, Thierry Charnois, Ha{\"\i}fa Zargayouna, Davide Buscaldi

Une analyse manuelle nous a permis de proposer une typologie des relations s{\'e}mantiques, et de classifier un {\'e}chantillon d{'}instances de relations.

Classification Clustering +1

Semantic Annotation of the ACL Anthology Corpus for the Automatic Analysis of Scientific Literature

no code implementations • LREC 2016 • Kata G{\'a}bor, Ha{\"\i}fa Zargayouna, Davide Buscaldi, Isabelle Tellier, Thierry Charnois

This paper describes the process of creating a corpus annotated for concepts and semantic relations in the scientific domain.

Relation Classification

Help enrich a terminological repository : proposals and experiments (Aide \`a l'enrichissement d'un r\'ef\'erentiel terminologique : propositions et exp\'erimentations) [in French]

no code implementations • JEPTALNRECITAL 2013 • Thibault Mondary, Adeline Nazarenko, Ha{\"\i}fa Zargayouna, Sabine Barreaux

The Quaero Evaluation Initiative on Term Extraction

no code implementations • LREC 2012 • Thibault Mondary, Adeline Nazarenko, Ha{\"\i}fa Zargayouna, Sabine Barreaux

The protocol used during this initiative was a comparative analysis of 32 runs against a gold standard.

Term Extraction