Julien Knafou

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 16

Top Topics

Named Entity Recognition

Text Summarization

Top Venues

CLEF (Working Notes)

Frontiers Res. Metrics Anal.

Publications

Luc Mottin, Jean-Philippe Goldman, Christoph Jäggli, Rita Achermann, Julien Gobeill, Julien Knafou, Julien Ehrsam, Alexandre Wicky, Camille L. Gerard, Tanja Schwenk, Mélinda Charrier, Petros Tsantoulis, Christian Lovis, Alexander B. Leichtle, Michael Kiessling, Olivier Michielin, Sylvain Pradervand, Vasiliki Foufi, Patrick Ruch
Multilingual RECIST classification of radiology reports using supervised learning. Frontiers Digit. Health 5 (2023)
Sohrab Ferdowsi, Julien Knafou, Nikolay Borissov, David Vicente Alvarez, Rahul Mishra, Poorya Amini, Douglas Teodoro
Deep learning-based risk prediction for interventional clinical trials based on protocol design: A retrospective study. Patterns 4 (3) (2023)
Luc Mottin, Jean-Philippe Goldman, Christoph Jäggli, Rita Achermann, Julien Gobeill, Julien Knafou, Julien Ehrsam, Alexandre Wicky, Camille L. Gerard, Tanja Schwenk, Mélinda Charrier, Petros Tsantoulis, Christian Lovis, Alexander B. Leichtle, Michael Kiessling, Olivier Michielin, Sylvain Pradervand, Vasiliki Foufi, Patrick Ruch
Classification of oncology treatment responses from radiology reports with supervised machine learning. AMIA (2022)
Sohrab Ferdowsi, Nikolay Borissov, Julien Knafou, Poorya Amini, Douglas Teodoro
Classification of hierarchical text using geometric deep learning: the case of clinical trials corpus. EMNLP (1) (2021)
Sohrab Ferdowsi, Nikolay Borissov, Julien Knafou, Poorya Amini, Douglas Teodoro
Classification of hierarchical text using geometric deep learning: the case of clinical trials corpus. CoRR (2021)
Nona Naderi, Julien Knafou, Jenny Copara, Patrick Ruch, Douglas Teodoro
Ensemble of Deep Masked Language Models for Effective Named Entity Recognition in Health and Life Science Corpora. Frontiers Res. Metrics Anal. 6 (2021)
Jiayuan He, Dat Quoc Nguyen, Saber A. Akhondi, Christian Druckenbrodt, Camilo Thorne, Ralph Hoessel, Zubair Afzal, Zenan Zhai, Biaoyan Fang, Hiyori Yoshikawa, Ameer Albahem, Jingqi Wang, Yuankai Ren, Zhi Zhang, Yaoyun Zhang, Mai Hoang Dao, Pedro Ruas, Andre Lamurias, Francisco M. Couto, Jenny Copara, Nona Naderi, Julien Knafou, Patrick Ruch, Douglas Teodoro, Daniel M. Lowe, John Mayfield, Abdullatif Köksal, Hilal Dönmez, Elif Özkirimli, Arzucan Özgür, Darshini Mahendran, Gabrielle Gurdin, Nastassja Lewinski, Christina Tang, Bridget T. McInnes, C. S. Malarkodi, Pattabhi Rk Rao, Sobha Lalitha Devi, Lawrence Cavedon, Trevor Cohn, Timothy Baldwin, Karin Verspoor
An Extended Overview of the CLEF 2020 ChEMU Lab: Information Extraction of Chemical Reactions from Patents. CLEF (Working Notes) (2020)
Elisa Terumi Rubel Schneider, João Vitor Andrioli de Souza, Julien Knafou, Lucas Emanuel Silva e Oliveira, Jenny Copara, Yohan Bonescki Gumiel, Lucas Ferro Antunes de Oliveira, Emerson Cabrera Paraiso, Douglas Teodoro, Claudia Maria Cabral Moro Barra
BioBERTpt - A Portuguese Neural Language Model for Clinical Named Entity Recognition. ClinicalNLP@EMNLP (2020)
Jenny Copara, Julien Knafou, Nona Naderi, Claudia Moro, Patrick Ruch, Douglas Teodoro
Contextualized French Language Models for Biomedical Named Entity Recognition. JEP-TALN-RECITAL (DEFT) (2020)
Jenny Copara, Nona Naderi, Julien Knafou, Patrick Ruch, Douglas Teodoro
Named entity recognition in chemical patents using ensemble of contextual language models. CoRR (2020)
Jenny Copara, Nona Naderi, Julien Knafou, Patrick Ruch, Douglas Teodoro
Named Entity Recognition in Chemical Patents using Ensemble of Contextual Language Models. CLEF (Working Notes) (2020)
Julien Knafou, Matthew Jeffryes, Sohrab Ferdowsi, Patrick Ruch
SIB Text Mining at TREC 2020 Deep Learning Track. TREC (2020)
Julien Knafou, Nona Naderi, Jenny Copara, Douglas Teodoro, Patrick Ruch
BiTeM at WNUT 2020 Shared Task-1: Named Entity Recognition over Wet Lab Protocols using an Ensemble of Contextual Language Models. W-NUT@EMNLP (2020)
Douglas Teodoro, Julien Knafou, Nona Naderi, Emilie Pasche, Julien Gobeill, Cecilia N. Arighi, Patrick Ruch
UPCLASS: a deep learning-based classifier for UniProtKB entry publications. Database J. Biol. Databases Curation 2020 (2020)
Paul Van Rijen, Douglas Teodoro, Nona Naderi, Luc Mottin, Julien Knafou, Matt Jeffryes, Patrick Ruch
A Data-Driven Approach for Measuring the Severity of the Signs of Depression using Reddit Posts. CLEF (Working Notes) (2019)
Julien Knafou, Matt Jeffryes, Luc Mottin, Douglas Teodoro, Patrick Ruch
SIB Text Mining at TREC 2019 Deep Learning Track: Working Note. TREC (2019)