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@inproceedings{DBLP:conf/acl-louhi/BoukkouriFLZ22, author = {Hicham El Boukkouri and Olivier Ferret and Thomas Lavergne and Pierre Zweigenbaum}, title = {Specializing Static and Contextual Embeddings in the Medical Domain Using Knowledge Graphs: Let's Keep It Simple}, booktitle = {LOUHI@EMNLP}, pages = {69--80}, publisher = {Association for Computational Linguistics}, year = {2022} }
@inproceedings{DBLP:conf/lrec/BoukkouriFLZ22, author = {Hicham El Boukkouri and Olivier Ferret and Thomas Lavergne and Pierre Zweigenbaum}, title = {Re-train or Train from Scratch? Comparing Pre-training Strategies of {BERT} in the Medical Domain}, booktitle = {{LREC}}, pages = {2626--2633}, publisher = {European Language Resources Association}, year = {2022} }
@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} }
@inproceedings{DBLP:conf/eval4nlp/GianolaBGLPZ21, author = {Lucie Gianola and Hicham El Boukkouri and Cyril Grouin and Thomas Lavergne and Patrick Paroubek and Pierre Zweigenbaum}, title = {Differential Evaluation: a Qualitative Analysis of Natural Language Processing System Behavior Based Upon Data Resistance to Processing}, booktitle = {Eval4NLP}, pages = {1--10}, publisher = {Association for Computational Linguistics}, year = {2021} }
@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}, title = {CharacterBERT: Reconciling ELMo and {BERT} for Word-Level Open-Vocabulary Representations From Characters}, booktitle = {{COLING}}, pages = {6903--6915}, publisher = {International Committee on Computational Linguistics}, year = {2020} }
@inproceedings{DBLP:conf/taln/Boukkouri20, author = {Hicham El Boukkouri}, 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 = {{JEP-TALN-RECITAL} {(3)}}, pages = {29--42}, publisher = {{ATALA} et {AFCP}}, year = {2020} }
@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} }
@inproceedings{DBLP:conf/acl/BoukkouriFLZ19, author = {Hicham El Boukkouri and Olivier Ferret and Thomas Lavergne and Pierre Zweigenbaum}, title = {Embedding Strategies for Specialized Domains: Application to Clinical Entity Recognition}, booktitle = {{ACL} {(2)}}, pages = {295--301}, publisher = {Association for Computational Linguistics}, year = {2019} }
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