GNNer: Reducing overlapping in span-based NER using graph neural networks U Zaratiana, N Tomeh, P Holat, T Charnois Proceedings of the 60th annual meeting of the Association for Computational …, 2022 | 21 | 2022 |
Named entity recognition as structured span prediction U Zaratiana, N Tomeh, P Holat, T Charnois Proceedings of the Workshop on Unimodal and Multimodal Induction of …, 2022 | 15 | 2022 |
GLiNER: Generalist model for named entity recognition using bidirectional transformer U Zaratiana, N Tomeh, P Holat, T Charnois NAACL 2024, 2023 | 13 | 2023 |
An Autoregressive Text-to-Graph Framework for Joint Entity and Relation Extraction U Zaratiana, N Tomeh, P Holat, T Charnois Proceedings of the AAAI Conference on Artificial Intelligence 38 (17), 19477 …, 2024 | 10 | 2024 |
Hierarchical transformer model for scientific named entity recognition U Zaratiana, P Holat, N Tomeh, T Charnois arXiv preprint arXiv:2203.14710, 2022 | 7 | 2022 |
Global span selection for named entity recognition U Zaratiana, N El Elkhbir, P Holat, N Tomeh, T Charnois Proceedings of the Workshop on Unimodal and Multimodal Induction of …, 2022 | 6 | 2022 |
Lipn at wojoodner shared task: A span-based approach for flat and nested arabic named entity recognition N El Elkhbir, U Zaratiana, N Tomeh, T Charnois Proceedings of ArabicNLP 2023, 789-796, 2023 | 4 | 2023 |
Filtered Semi-Markov CRF U Zaratiana, N Tomeh, N Elkhbir, P Holat, T Charnois EMNLP 2023 (Findings), 2023 | 2 | 2023 |
Towards automation of topic taxonomy construction Y Dauxais, U Zaratiana, M Laneuville, SD Hernandez, P Holat, ... International Symposium on Intelligent Data Analysis, 26-38, 2022 | 2 | 2022 |
FI Group at SemEval-2024 Task 8: A Syntactically Motivated Architecture for Multilingual Machine-Generated Text Detection M Ben-Fares, U Zaratiana, S Hernandez, P Holat Proceedings of the 18th International Workshop on Semantic Evaluation …, 2024 | 1 | 2024 |
Contrastive String Representation Learning using Synthetic Data U Zaratiana arXiv preprint arXiv:2110.04217, 2021 | 1 | 2021 |
GraphER: A Structure-aware Text-to-Graph Model for Entity and Relation Extraction U Zaratiana, N Tomeh, NE Khbir, P Holat, T Charnois arXiv preprint arXiv:2404.12491, 2024 | | 2024 |
EnriCo: Enriched Representation and Globally Constrained Inference for Entity and Relation Extraction U Zaratiana, N Tomeh, Y Dauxais, P Holat, T Charnois arXiv preprint arXiv:2404.12493, 2024 | | 2024 |
Lost or Liberated? A Dive into Bidirectional Transformer LMs Without Positional Encoding U Zaratiana The Second Tiny Papers Track at ICLR 2024, 2024 | | 2024 |
Cross-Dialectal Named Entity Recognition in Arabic N El Elkhbir, U Zaratiana, N Tomeh, T Charnois Proceedings of ArabicNLP 2023, 140-149, 2023 | | 2023 |
Extractive Question Answering with Soft Structural biases U Zaratiana, N Tomeh, P Holat, T Charnois | | 2023 |
DyREx: Dynamic Query Representation for Extractive Question Answering U Zaratiana, NE Khbir, D Núñez, P Holat, N Tomeh, T Charnois arXiv preprint arXiv:2210.15048, 2022 | | 2022 |