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@inproceedings{DBLP:conf/acl-louhi/BoukkouriFLZ22,
  author       = {Hicham El Boukkouri and
                  Olivier Ferret and
                  Thomas Lavergne and
                  Pierre Zweigenbaum},
  editor       = {Alberto Lavelli and
                  Eben Holderness and
                  Antonio Jimeno{-}Yepes and
                  Anne{-}Lyse Minard and
                  James Pustejovsky and
                  Fabio Rinaldi},
  title        = {Specializing Static and Contextual Embeddings in the Medical Domain
                  Using Knowledge Graphs: Let's Keep It Simple},
  booktitle    = {Proceedings of the 13th International Workshop on Health Text Mining
                  and Information Analysis, LOUHI@EMNLP 2022, Abu Dhabi, United Arab
                  Emirates (Hybrid), December 7, 2022},
  pages        = {69--80},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.louhi-1.9},
  doi          = {10.18653/V1/2022.LOUHI-1.9},
  timestamp    = {Thu, 10 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl-louhi/BoukkouriFLZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/lrec/BoukkouriFLZ22,
  author       = {Hicham El Boukkouri and
                  Olivier Ferret and
                  Thomas Lavergne and
                  Pierre Zweigenbaum},
  editor       = {Nicoletta Calzolari and
                  Fr{\'{e}}d{\'{e}}ric B{\'{e}}chet and
                  Philippe Blache and
                  Khalid Choukri and
                  Christopher Cieri and
                  Thierry Declerck and
                  Sara Goggi and
                  Hitoshi Isahara and
                  Bente Maegaard and
                  Joseph Mariani and
                  H{\'{e}}l{\`{e}}ne Mazo and
                  Jan Odijk and
                  Stelios Piperidis},
  title        = {Re-train or Train from Scratch? Comparing Pre-training Strategies
                  of {BERT} in the Medical Domain},
  booktitle    = {Proceedings of the Thirteenth Language Resources and Evaluation Conference,
                  {LREC} 2022, Marseille, France, 20-25 June 2022},
  pages        = {2626--2633},
  publisher    = {European Language Resources Association},
  year         = {2022},
  url          = {https://aclanthology.org/2022.lrec-1.281},
  timestamp    = {Mon, 10 Oct 2022 16:57:52 +0200},
  biburl       = {https://dblp.org/rec/conf/lrec/BoukkouriFLZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@phdthesis{DBLP:phd/hal/Boukkouri21,
  author       = {Hicham El Boukkouri},
  title        = {Domain adaptation of word embeddings through the exploitation of in-domain
                  corpora and knowledge bases. (Adaptation au domaine de plongements
                  lexicaux via l'exploitation de corpus et de bases de connaissances
                  sp{\'{e}}cialis{\'{e}}s)},
  school       = {University of Paris-Saclay, France},
  year         = {2021},
  url          = {https://tel.archives-ouvertes.fr/tel-03560502},
  timestamp    = {Fri, 15 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/hal/Boukkouri21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eval4nlp/GianolaBGLPZ21,
  author       = {Lucie Gianola and
                  Hicham El Boukkouri and
                  Cyril Grouin and
                  Thomas Lavergne and
                  Patrick Paroubek and
                  Pierre Zweigenbaum},
  editor       = {Yang Gao and
                  Steffen Eger and
                  Wei Zhao and
                  Piyawat Lertvittayakumjorn and
                  Marina Fomicheva},
  title        = {Differential Evaluation: a Qualitative Analysis of Natural Language
                  Processing System Behavior Based Upon Data Resistance to Processing},
  booktitle    = {Proceedings of the 2nd Workshop on Evaluation and Comparison of {NLP}
                  Systems, Eval4NLP 2021, Punta Cana, Dominican Republic, November 10,
                  2021},
  pages        = {1--10},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://aclanthology.org/2021.eval4nlp-1.1},
  timestamp    = {Tue, 16 Apr 2024 16:43:29 +0200},
  biburl       = {https://dblp.org/rec/conf/eval4nlp/GianolaBGLPZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/coling/BoukkouriFLNZT20,
  author       = {Hicham El Boukkouri and
                  Olivier Ferret and
                  Thomas Lavergne and
                  Hiroshi Noji and
                  Pierre Zweigenbaum and
                  Jun'ichi Tsujii},
  editor       = {Donia Scott and
                  N{\'{u}}ria Bel and
                  Chengqing Zong},
  title        = {CharacterBERT: Reconciling ELMo and {BERT} for Word-Level Open-Vocabulary
                  Representations From Characters},
  booktitle    = {Proceedings of the 28th International Conference on Computational
                  Linguistics, {COLING} 2020, Barcelona, Spain (Online), December 8-13,
                  2020},
  pages        = {6903--6915},
  publisher    = {International Committee on Computational Linguistics},
  year         = {2020},
  url          = {https://doi.org/10.18653/v1/2020.coling-main.609},
  doi          = {10.18653/V1/2020.COLING-MAIN.609},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/coling/BoukkouriFLNZT20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/taln/Boukkouri20,
  author       = {Hicham El Boukkouri},
  editor       = {Christophe Benzitoun and
                  Chlo{\'{e}} Braud and
                  Laurine Huber and
                  David Langlois and
                  Slim Ouni and
                  Sylvain Pogodalla and
                  St{\'{e}}phane Schneider},
  title        = {R{\'{e}}-entra{\^{\i}}ner ou entra{\^{\i}}ner soi-m{\^{e}}me
                  ? Strat{\'{e}}gies de pr{\'{e}}-entra{\^{\i}}nement de {BERT}
                  en domaine m{\'{e}}dical (Re-train or train from scratch ? Pre-training
                  strategies for {BERT} in the medical domain {)}},
  booktitle    = {Actes de la 6e conf{\'{e}}rence conjointe Journ{\'{e}}es
                  d'{\'{E}}tudes sur la Parole (JEP, 33e {\'{e}}dition), Traitement
                  Automatique des Langues Naturelles (TALN, 27e {\'{e}}dition),
                  Rencontre des {\'{E}}tudiants Chercheurs en Informatique pour
                  le Traitement Automatique des Langues (R{\'{E}}CITAL, 22e {\'{e}}dition).
                  Volume 3 : Rencontre des {\'{E}}tudiants Chercheurs en Informatique
                  pour le TAL, Nancy, France, June 8-19, 2020},
  pages        = {29--42},
  publisher    = {{ATALA} et {AFCP}},
  year         = {2020},
  url          = {https://aclanthology.org/2020.jeptalnrecital-recital.3/},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/taln/Boukkouri20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2010-10392,
  author       = {Hicham El Boukkouri and
                  Olivier Ferret and
                  Thomas Lavergne and
                  Hiroshi Noji and
                  Pierre Zweigenbaum and
                  Junichi Tsujii},
  title        = {CharacterBERT: Reconciling ELMo and {BERT} for Word-Level Open-Vocabulary
                  Representations From Characters},
  journal      = {CoRR},
  volume       = {abs/2010.10392},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.10392},
  eprinttype    = {arXiv},
  eprint       = {2010.10392},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-10392.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/acl/BoukkouriFLZ19,
  author       = {Hicham El Boukkouri and
                  Olivier Ferret and
                  Thomas Lavergne and
                  Pierre Zweigenbaum},
  editor       = {Fernando Alva{-}Manchego and
                  Eunsol Choi and
                  Daniel Khashabi},
  title        = {Embedding Strategies for Specialized Domains: Application to Clinical
                  Entity Recognition},
  booktitle    = {Proceedings of the 57th Conference of the Association for Computational
                  Linguistics, {ACL} 2019, Florence, Italy, July 28 - August 2, 2019,
                  Volume 2: Student Research Workshop},
  pages        = {295--301},
  publisher    = {Association for Computational Linguistics},
  year         = {2019},
  url          = {https://doi.org/10.18653/v1/p19-2041},
  doi          = {10.18653/V1/P19-2041},
  timestamp    = {Thu, 14 Oct 2021 16:38:34 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/BoukkouriFLZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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