An Autoregressive Text-to-Graph Framework for Joint Entity and Relation Extraction

U Zaratiana, N Tomeh, P Holat… - Proceedings of the AAAI …, 2024 - ojs.aaai.org
In this paper, we propose a novel method for joint entity and relation extraction from
unstructured text by framing it as a conditional sequence generation problem. In contrast to …

Gliner: Generalist model for named entity recognition using bidirectional transformer

U Zaratiana, N Tomeh, P Holat, T Charnois - arXiv preprint arXiv …, 2023 - arxiv.org
Named Entity Recognition (NER) is essential in various Natural Language Processing (NLP)
applications. Traditional NER models are effective but limited to a set of predefined entity …