PoSTACRED: Attention-GCN Relation Extraction

Explored whether PoS tags and dependency relations improve BERT-based relation extraction & proposed an attention-augmented GCN.

Role Graduate Student
Contributors Emma O'Brien, Rojs Aktumanis, Alexandros Michaelides
Status Completed
Timeline Feb 2025 โ€“ Mar 2025
Team 4 people

Tech Stack

Python PyTorch HuggingFace Transformers spaCy GloVe