BITEM Biblio

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2020
Copara J, Knafou J, Naderi N, Moro C, Ruch P, Teodoro D. Contextualized French Language Models for Biomedical Named Entity Recognition. In: Actes de la 6e conférence conjointe Journées d'Études sur la Parole (JEP, 31e édition), Traitement Automatique des Langues Naturelles (TALN, 27e édition), Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues. Actes de la 6e conférence conjointe Journées d'Études sur la Parole (JEP, 31e édition), Traitement Automatique des Langues Naturelles (TALN, 27e édition), Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues. ATALA; 2020.
He J, Nguyen DQuoc, Akhondi SA, Druckenbrodt C, Thorne C, Hoessel R, Afzal Z, Zhai Z, Fang B, Yoshikawa H, et al. An extended overview of the CLEF 2020 ChEMU Lab : information extraction of chemical reactions from patents. Proceedings of the CLEF 2020 conference [Internet]. 2020 :31 p. Available from: http://hesso.tind.io/record/6175
Copara J, Naderi N, Knafou J, Ruch P, Teodoro D. Named entity recognition in chemical patents using ensemble of contextual language models. Working Notes of CLEF2020—Conference and Labs of the Evaluation Forum (2020). 2020 .
Teodoro D, Knafou J, Naderi N, Pasche E, Gobeill J, Arighi CN, Ruch P. UPCLASS: a deep learning-based classifier for UniProtKB entry publications. Database [Internet]. 2020 ;2020. Available from: https://doi.org/10.1093/database/baaa026
2015
Gobeill J, Gaudinat A, Pasche E, Vishnyakova D, Gaudet P, Bairoch A, Ruch P. Deep Question Answering for protein annotation. Database (Oxford). 2015 ;2015.PDF icon Database-2015-Gobeill-database_bav081.pdf (587.33 KB)
Gobeill J, Gaudinat A, Ruch P. Instance-Based Learning for Tweet Monitoring and Categorization. In: Experimental IR Meets Multilinguality, Multimodality, and Interaction. Experimental IR Meets Multilinguality, Multimodality, and Interaction. Springer; 2015. pp. 235–240.PDF icon 370583_1_En_22_Chapter_OnlinePDF.pdf (294.92 KB)
2013
Veuthey A-L, Bridge A, Gobeill J, Ruch P, McEntyre JR, Bougueleret L, Xenarios I. Application of text-mining for updating protein post-translational modification annotation in UniProtKB. BMC Bioinformatics. 2013 ;14(1):104.
Pasche E, Ruch P, Teodoro D, Huttner A, Harbarth S, Gobeill J, Wipfli R, Lovis C. Assisted Knowledge Discovery for the Maintenance of Clinical Guidelines. PLoS ONE [Internet]. 2013 ;8:e62874. Available from: http://dx.doi.org/10.1371%2Fjournal.pone.0062874
Anton BP, Chang Y-C, Brown P, Choi H-P, Faller LL, Guleria J, Hu Z, Klitgord N, Levy-Moonshine A, Maksad A, et al. The COMBREX project: design, methodology, and initial results. PLoS Biol. 2013 ;11(8):e1001638.PDF icon Combrex.pdf (508.12 KB)
Vishnyakova D, Gobeill J, Oezdemir-Zaech F, Kreim O, Vachon T, Clade T, Haenning X, Mikhailov D, Ruch P. Electronic processing of informed consents in a global pharmaceutical company environment. Studies in health technology and informatics. 2013 ;205:995–999.PDF icon SHTI205-0995 (1).pdf (727.63 KB)
Gobeill J, Pasche E, Vishnyakova D, Ruch P. Managing the data deluge: data-driven GO category assignment improves while complexity of functional annotation increases. Database (Oxford). 2013 ;2013:bat041.PDF icon Managing data deluge.pdf (192.78 KB)
Pasche E, Gobeill J, Vishnyakova D, Ruch P, Lovis C. Use of controlled vocabularies to improve biomedical information retrieval tasks. Stud Health Technol Inform. 2013 ;192:1068.PDF icon UseOfControlled2013.pdf (122.26 KB)
Vishnyakova D, Gobeil J, Ruch P. Using a Question-Answering Approach In Machine Reading Task Of Biomedical Texts About The Alzheimer Disease. CLEF 2013 Conference. 2013 ;Vol-1179.PDF icon CLEF2013wn-QA4MRE-VishnyakovaEt2013.pdf (472.09 KB)
Vishnyakova D, Pasche E, Lovis C, Ruch P. Utilization of ontology look-up services in information retrieval for biomedical literature. Stud Health Technol Inform. 2013 ;186:155-9.PDF icon efm2013.pdf (274.96 KB)