Imposing Relation Structure in Language-Model Embeddings Using
Contrastive Learning

Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning

2 September 2021

Christos Theodoropoulos

James Henderson

Andrei Catalin Coman

Marie-Francine Moens

Papers citing "Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning"

11 / 11 papers shown

Title
Reduction of Supervision for Biomedical Knowledge Discovery Christos Theodoropoulos Andrei Catalin Coman James Henderson Marie-Francine Moens 25 0 0 13 Apr 2025
ADEQA: A Question Answer based approach for joint ADE-Suspect Extraction using Sequence-To-Sequence Transformers Vinayak Arannil Tomal Deb Atanu Roy 115 1 0 20 Dec 2024
Evaluating the Predictive Features of Person-Centric Knowledge Graph Embeddings: Unfolding Ablation Studies Christos Theodoropoulos N. Mulligan Joao H. Bettencourt-Silva 23 0 0 27 Aug 2024
Fast-and-Frugal Text-Graph Transformers are Effective Link Predictors Andrei Catalin Coman Christos Theodoropoulos Marie-Francine Moens James Henderson 46 0 0 13 Aug 2024
Enhancing Biomedical Knowledge Discovery for Diseases: An End-To-End Open-Source Framework Christos Theodoropoulos Andrei Catalin Coman James Henderson Marie-Francine Moens 33 1 0 18 Jul 2024
Graph-Induced Syntactic-Semantic Spaces in Transformer-Based Variational AutoEncoders Yingji Zhang Marco Valentino Danilo S. Carvalho Ian Pratt-Hartmann André Freitas DRL 21 7 0 14 Nov 2023
GADePo: Graph-Assisted Declarative Pooling Transformers for Document-Level Relation Extraction Andrei Catalin Coman Christos Theodoropoulos Marie-Francine Moens James Henderson ViT 25 0 0 28 Aug 2023
Representation Learning for Person or Entity-centric Knowledge Graphs: An Application in Healthcare Christos Theodoropoulos N. Mulligan T. Stappenbeck Joao H. Bettencourt-Silva 14 5 0 09 May 2023
An Information Extraction Study: Take In Mind the Tokenization! Christos Theodoropoulos Marie-Francine Moens 29 6 0 27 Mar 2023
CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From Characters Hicham El Boukkouri Olivier Ferret Thomas Lavergne Hiroshi Noji Pierre Zweigenbaum Junichi Tsujii 74 156 0 20 Oct 2020
Span-based Joint Entity and Relation Extraction with Transformer Pre-training Markus Eberts A. Ulges LRM ViT 164 380 0 17 Sep 2019