| 2025 | EMNLP | GLiNER2: Schema-Driven Multi-Task Learning for Structured Information Extraction. | Urchade Zaratiana, Gil Pasternak, Oliver Boyd, George Hurn-Maloney, Ash Lewis |
| 2024 | AAAI | An Autoregressive Text-to-Graph Framework for Joint Entity and Relation Extraction. | Urchade Zaratiana, Nadi Tomeh, Pierre Holat, Thierry Charnois |
| 2024 | ICLR | Lost or Liberated? A Dive into Bidirectional Transformer LMs Without Positional Encoding. | Urchade Zaratiana |
| 2024 | NAACL | GLiNER: Generalist Model for Named Entity Recognition using Bidirectional Transformer. | Urchade Zaratiana, Nadi Tomeh, Pierre Holat, Thierry Charnois |
| 2023 | EMNLP | Filtered Semi-Markov CRF. | Urchade Zaratiana, Nadi Tomeh, Niama El Khbir, Pierre Holat, Thierry Charnois |
| 2022 | ACL | GNNer: Reducing Overlapping in Span-based NER Using Graph Neural Networks. | Urchade Zaratiana, Nadi Tomeh, Pierre Holat, Thierry Charnois |
| 2022 | IDA | Towards Automation of Topic Taxonomy Construction. | Yann Dauxais, Urchade Zaratiana, Matthieu Laneuville, Simon David Hernandez, Pierre Holat, Charlie Grosman |