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<!DOCTYPE html>
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<title>Julien Tourille</title>
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<a class="nav-link" href="#id-card-spy">About</a>
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<h1 class="title fw-semibold">Julien TOURILLE, <small class="text-muted">PhD</small></h1>
<address>
<strong>EDF R&D</strong><br>
7 bd Gaspard Monge<br>
91120 PALAISEAU<br>
julien.tourille[AT]edf.fr
</address>
<a href="https://github.com/jtourille" target="_blank"><i class="fab fa-github fa-lg fab-custom"></i></a>
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<h2 id="about" class="fw-semibold">About Me</h2>
<blockquote class="blockquote">
<p>I am a NLP researcher at <a href="https://www.edf.fr/en/the-edf-group/inventing-the-future-of-energy/r-d-global-expertise" target="blank_">EDF</a>.
<!--<br/>
And I like <a target="_blank" href="https://www.strava.com/athletes/11985625">running</a>,
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<a class="anchor-target" id="supervision"></a><h2 class="fw-semibold">🎓 Supervision <a class="anchor" href="#supervision">#</a></h2>
<ul>
<li><strong><a target="_blank" href="https://scholar.google.com/citations?user=YeWwlxgAAAAJ&hl=en">Evan Dufraisse</a></strong> (PhD
student, 2021-2024): Aspect-Based Sentiment Analysis
</li>
<li><strong>Teddy Alexandre</strong> (intern, 2024): Domain Adaptation or Language Models</li>
<li><strong><a target="_blank"
href="https://scholar.google.com/citations?user=ee7oQskAAAAJ&hl=en&oi=ao">Hugo
Boulanger</a></strong> (postdoc, 2023-2024): Text Generation
</li>
<li><strong><a target="_blank" href="https://scholar.google.com/citations?hl=en&user=0ZcYaHMAAAAJ">Paul Grimal</a></strong> (PhD
student, 2022-2025): Multi-modality, Diffusion Models
</li>
<li><strong><a target="_blank" href="https://scholar.google.com/citations?hl=en&user=5fE1oWwAAAAJ">Aboubacar Tuo</a></strong> (PhD
student, 2020-2023): Event Extraction, Few-shot learning
</li>
<li><strong><a target="_blank" href="https://scholar.google.com/citations?hl=en&user=4plEJJYAAAAJ">Guilhem Piat</a></strong> (PhD
student, 2019-2023): Named Entity Recognition, Entity Linking,
BioNLP
</li>
<li><strong>Rida Lali</strong> (intern, 2023): Event Extraction, Knowledge Injection</li>
<li><strong>Babacar Sow</strong> (intern, 2021): DeepFake Detection</li>
<li><strong>Salma Salhi</strong> (intern, 2020): Event Extraction</li>
</ul>
</div>
<hr/>
</div>
<div class="row" id="publications-spy">
<div class="col-12" style="margin-bottom: 0.5rem">
<a class="anchor-target" id="publications"></a><h2 class="fw-semibold">📚 Publications <a class="anchor" href="#publications">#</a></h2>
<h3 class="h3-small fw-semibold">2024</h3>
<div class="bib-entry">
<div class="bib-content">
Evan Dufraisse, Adrian Popescu, <u>Julien Tourille</u>, Armelle Brun, Olivier Hamon<br/>
<strong>Combining Objective and Subjective Perspectives for Political News Understanding
</strong><br/>
arXiv:2408.11174,
2024.
<br/>
<a class="btn btn-sm btn-url" href="http://arxiv.org/abs/2408.11174" role="button"
target="_blank">Direct Link</a>
</div>
</div>
<div class="bib-entry">
<div class="bib-content">
Aboubacar Tuo, Romaric Besançon, Olivier Ferret, <u>Julien Tourille</u><br/>
<strong>Extraction des arguments d'événements à partir de peu d`exemples par méta-apprentissage
</strong><br/>
In: <span class="italic bib-booktitle ">Actes de la 31ème Conférence sur le Traitement Automatique des Langues Naturelles</span>.
2024.
<br/>
<a class="btn btn-sm btn-url" href="https://aclanthology.org/2024.jeptalnrecital-taln.7/" role="button"
target="_blank">Direct Link</a>
</div>
</div>
<div class="bib-entry">
<div class="bib-content">
Robin Armingaud, Arthur Peuvot, Romaric Besançon, Olivier Ferret, Sondes Souihi, <u>Julien Tourille</u><br/>
<strong>CEA-List@EvalLLM2024 : prompter un très grand modèle de langue ou affiner un plus petit ?
</strong><br/>
In: <span class="italic bib-booktitle ">EvalLLM2024 - Atelier sur l'évaluation des modèles génératifs (LLM) et challence d'extraction d'information few-shot</span>.
2024.
<br/>
<a class="btn btn-sm btn-url" href="https://hal.science/hal-04678063" role="button"
target="_blank">Direct Link</a>
</div>
</div>
<div class="bib-entry">
<div class="bib-content">
Aboubacar Tuo, Romaric Besançon, Olivier Ferret, <u>Julien Tourille</u><br/>
<strong>Few-Shot Event Argument Extraction Based on a Meta-Learning Approach
</strong><br/>
In: <span class="italic bib-booktitle ">Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Student Research Workshop)</span>.
2024.
<br/>
<a class="btn btn-sm btn-url" href="https://aclanthology.org/2024.naacl-srw.17/" role="button"
target="_blank">Direct Link</a>
</div>
</div>
<div class="bib-entry">
<div class="bib-content">
Paul Grimal, Hervé Le Borgne, Olivier Ferret, <u>Julien Tourille</u><br/>
<strong>TIAM -- A Metric for Evaluating Alignment in Text-to-Image Generation
</strong><br/>
In: <span class="italic bib-booktitle ">Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)</span>.
2024.
<br/>
<a class="btn btn-sm btn-url" href="http://arxiv.org/abs/2307.05134" role="button"
target="_blank">Direct Link</a>
</div>
</div>
<h3 class="h3-small fw-semibold">2023</h3>
<div class="bib-entry">
<div class="bib-content">
Evan Dufraisse, Adrian Popescu, <u>Julien Tourille</u>, Armelle Brun, Jérôme Deshayes<br/>
<strong>MAD-TSC: A Multilingual Aligned News Dataset for Target-dependent Sentiment Classification
</strong><br/>
In: <span class="italic bib-booktitle ">Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics</span>.
2023.
<br/>
<a class="btn btn-sm btn-url" href="https://aclanthology.org/2023.acl-long.461/" role="button"
target="_blank">Direct Link</a>
</div>
</div>
<div class="bib-entry">
<div class="bib-content">
Guilhem Piat, Ellington Kirby, <u>Julien Tourille</u>, Nasredine Semmar, Alexandre Allauzen, Hassane Essafi<br/>
<strong>Intégration de connaissances structurées par synthèse de texte spécialisé
</strong><br/>
In: <span class="italic bib-booktitle ">Actes de la 30e Conférence sur le Traitement Automatique des Langues Naturelles</span>.
2023.
<br/>
<a class="btn btn-sm btn-askme" href="mailto:julien.tourille AT cea.fr" role="button"
target="_blank">Ask Me</a>
</div>
</div>
<div class="bib-entry">
<div class="bib-content">
Aboubacar Tuo, Romaric Besançon, Olivier Ferret, <u>Julien Tourille</u><br/>
<strong>Détection d'événements à partir de peu d'exemples par seuillage dynamique
</strong><br/>
In: <span class="italic bib-booktitle ">Actes de la 30e Conférence sur le Traitement Automatique des Langues Naturelles</span>.
2023.
<br/>
<a class="btn btn-sm btn-url" href="https://hal.science/hal-04130225/file/461597.pdf" role="button"
target="_blank">Direct Link</a>
</div>
</div>
<div class="bib-entry">
<div class="bib-content">
Aboubacar Tuo, Romaric Besançon, Olivier Ferret, <u>Julien Tourille</u><br/>
<strong>Trigger or Not Trigger: Dynamic Thresholding for Few Shot Event Detection
</strong><br/>
In: <span class="italic bib-booktitle ">Proceedings of the 45th European Conference on Information Retrieval</span>.
2023.
<br/>
<a class="btn btn-sm btn-url" href="https://doi.org/10.1007/978-3-031-28238-6_55" role="button"
target="_blank">Direct Link</a>
<a class="btn btn-sm btn-askme" href="mailto:julien.tourille AT cea.fr" role="button"
target="_blank">Ask Me</a>
</div>
</div>
<div class="bib-entry">
<div class="bib-content">
Evan Dufraisse, <u>Julien Tourille</u>, Armelle Brun, Adrian Popescu<br/>
<strong>Analysis of Polarization in the News
</strong><br/>
In: <span class="italic bib-booktitle ">Workshop on fake news "Infox sur Seine"</span>.
2023.
<br/>
<a class="btn btn-sm btn-askme" href="mailto:julien.tourille AT cea.fr" role="button"
target="_blank">Ask Me</a>
</div>
</div>
<h3 class="h3-small fw-semibold">2022</h3>
<div class="bib-entry">
<div class="bib-content">
Guilhem Piat, Nasredine Semmar, Alexandre Allauzen, Hassane Essafi, <u>Julien Tourille</u><br/>
<strong>Enriching Contextualized Representations with Biomedical Ontologies: Extending KnowBert to UMLS
</strong><br/>
In: <span class="italic bib-booktitle ">Proceedings of the 2022 Computing Conference</span>.
2022.
<br/>
<a class="btn btn-sm btn-url" href="https://link.springer.com/chapter/10.1007/978-3-031-10464-0_52" role="button"
target="_blank">Direct Link</a>
<a class="btn btn-sm btn-askme" href="mailto:julien.tourille AT cea.fr" role="button"
target="_blank">Ask Me</a>
</div>
</div>
<div class="bib-entry">
<div class="bib-content">
Aboubacar Tuo, Romaric Besançon, Olivier Ferret, <u>Julien Tourille</u><br/>
<strong>Better Exploiting BERT for Few-shot Event Detection
</strong><br/>
In: <span class="italic bib-booktitle ">Proceedings of the 27th International Conference on Natural Language and Information Systems</span>.
2022.
<br/>
<a class="btn btn-sm btn-url" href="https://link.springer.com/chapter/10.1007/978-3-031-08473-7_26" role="button"
target="_blank">Direct Link</a>
<a class="btn btn-sm btn-askme" href="mailto:julien.tourille AT cea.fr" role="button"
target="_blank">Ask Me</a>
</div>
</div>
<div class="bib-entry">
<div class="bib-content">
Tiphaine Le Clercq de Lannoy, Romaric Besançon, Olivier Ferret, <u>Julien Tourille</u>, Frédérique Brin-Henry, Bianca Vieru<br/>
<strong>Stratégies d'adaptation pour la reconnaissance d'entités médicales en français
</strong><br/>
In: <span class="italic bib-booktitle ">Actes de la 29e Conférence sur le Traitement Automatique des Langues Naturelles</span>.
2022.
<br/>
<a class="btn btn-sm btn-url" href="https://aclanthology.org/2022.jeptalnrecital-taln.21" role="button"
target="_blank">Direct Link</a>
</div>
</div>
<div class="bib-entry">
<div class="bib-content">
<u>Julien Tourille</u>, Babacar Sow, Adrian Popescu<br/>
<strong>Automatic Detection of Bot-generated Tweets
</strong><br/>
In: <span class="italic bib-booktitle ">Proceedings of the 1st Workshop on Multimedia AI against Disinformation</span>.
2022.
<br/>
<a class="btn btn-sm btn-url" href="https://dl.acm.org/doi/abs/10.1145/3512732.3533584" role="button"
target="_blank">Direct Link</a>
<a class="btn btn-sm btn-askme" href="mailto:julien.tourille AT cea.fr" role="button"
target="_blank">Ask Me</a>
</div>
</div>
<div class="bib-entry">
<div class="bib-content">
Evan Dufraisse, Célina Treuillier, Armelle Brun, <u>Julien Tourille</u>, Sylvain Castagnos, Adrian Popescu<br/>
<strong>Don't Burst Blindly: For a Better Use of Natural Language Processing to Fight Opinion Bubbles in News Recommendations
</strong><br/>
In: <span class="italic bib-booktitle ">Proceedings of the LREC 2022 workshop on Natural Language Processing for Political Sciences</span>.
2022.
<br/>
<a class="btn btn-sm btn-url" href="https://aclanthology.org/2022.politicalnlp-1.11" role="button"
target="_blank">Direct Link</a>
</div>
</div>
<div class="bib-entry">
<div class="bib-content">
Aboubacar Tuo, Romaric Besançon, Olivier Ferret, <u>Julien Tourille</u><br/>
<strong>Mieux utiliser BERT pour la détection d'évènements à partir de peu d'exemples
</strong><br/>
In: <span class="italic bib-booktitle ">Actes de la 29e Conférence sur le Traitement Automatique des Langues Naturelles</span>.
2022.
<br/>
<a class="btn btn-sm btn-url" href="https://aclanthology.org/2022.jeptalnrecital-taln.39" role="button"
target="_blank">Direct Link</a>
</div>
</div>
<h3 class="h3-small fw-semibold">2020</h3>
<div class="bib-entry">
<div class="bib-content">
<u>Julien Tourille</u>, Olivier Ferret, Aurélie Névéol, Xavier Tannier<br/>
<strong>Modèle neuronal pour la résolution de la coréférence dans les dossiers médicaux électroniques
</strong><br/>
In: <span class="italic bib-booktitle ">Actes de la 27e conférence sur Traitement Automatique des Langues Naturelles</span>.
2020.
<br/>
<a class="btn btn-sm btn-url" href="https://aclanthology.org/2020.jeptalnrecital-taln.35" role="button"
target="_blank">Direct Link</a>
<a class="btn btn-sm btn-slides" href="/files/slides/tourille-resolution-coreference-2020-slides.pdf" role="button"
target="_blank">Slides</a>
</div>
</div>
<h3 class="h3-small fw-semibold">2018</h3>
<div class="bib-entry">
<div class="bib-content">
<u>Julien Tourille</u><br/>
<strong>Extracting Clinical Event Timelines: Temporal Information Extraction and Coreference Resolution in Electronic Health Records
</strong><br/>
Université Paris-Saclay,
2018.
<br/>
<a class="btn btn-sm btn-url" href="https://www.theses.fr/2018SACLS603" role="button"
target="_blank">Direct Link</a>
</div>
</div>
<div class="bib-entry">
<div class="bib-content">
<u>Julien Tourille</u>, Matthieu Doutreligne, Olivier Ferret, Aurélie Névéol, Nicolas Paris, Xavier Tannier<br/>
<strong>Evaluation of a Sequence Tagging Tool for Biomedical Texts
</strong><br/>
In: <span class="italic bib-booktitle ">Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis</span>.
2018.
<br/>
<a class="btn btn-sm btn-url" href="https://aclanthology.org/W18-5622" role="button"
target="_blank">Direct Link</a>
<a class="btn btn-sm btn-slides" href="/files/slides/tourille-evaluating-ner-louhi-2018-slides.pdf" role="button"
target="_blank">Slides</a>
</div>
</div>
<h3 class="h3-small fw-semibold">2017</h3>
<div class="bib-entry">
<div class="bib-content">
<u>Julien Tourille</u>, Olivier Ferret, Xavier Tannier, Aurélie Névéol<br/>
<strong>LIMSI-COT at SemEval-2017 Task 12: Neural Architecture for Temporal Information Extraction from Clinical Narratives
</strong><br/>
In: <span class="italic bib-booktitle ">Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval-2017)</span>.
2017.
<br/>
<a class="btn btn-sm btn-url" href="https://aclanthology.org/S17-2098" role="button"
target="_blank">Direct Link</a>
<a class="btn btn-sm btn-slides" href="/files/slides/tourille-semeval-2017-slides.pdf" role="button"
target="_blank">Slides</a>
</div>
</div>
<div class="bib-entry">
<div class="bib-content">
<u>Julien Tourille</u>, Olivier Ferret, Aurélie Névéol, Xavier Tannier<br/>
<strong>Neural Architecture for Temporal Relation Extraction: A Bi-LSTM Approach for Detecting Narrative Containers
</strong><br/>
In: <span class="italic bib-booktitle ">Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics</span>.
2017.
<br/>
<a class="btn btn-sm btn-url" href="https://aclanthology.org/P17-2035" role="button"
target="_blank">Direct Link</a>
<a class="btn btn-sm btn-poster" href="/files/posters/tourille-temporal-information-extraction-bilstm-2017-poster.pdf" role="button"
target="_blank">Poster</a>
</div>
</div>
<div class="bib-entry">
<div class="bib-content">
<u>Julien Tourille</u>, Olivier Ferret, Xavier Tannier, Aurélie Névéol<br/>
<strong>Temporal information extraction from clinical text
</strong><br/>
In: <span class="italic bib-booktitle ">Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics</span>.
2017.
<br/>
<a class="btn btn-sm btn-url" href="https://aclanthology.org/E17-2117" role="button"
target="_blank">Direct Link</a>
<a class="btn btn-sm btn-poster" href="/files/posters/tourille-temporal-information-extraction-2017-poster.pdf" role="button"
target="_blank">Poster</a>
</div>
</div>
<h3 class="h3-small fw-semibold">2016</h3>
<div class="bib-entry">
<div class="bib-content">
<u>Julien Tourille</u>, Olivier Ferret, Aurélie Névéol, Xavier Tannier<br/>
<strong>Extraction de relations temporelles dans des dossiers électroniques patient
</strong><br/>
In: <span class="italic bib-booktitle ">Actes de la 23e Conférence sur le Traitement Automatique des Langues Naturelles</span>.
2016.
<br/>
<a class="btn btn-sm btn-url" href="https://aclanthology.org/2016.jeptalnrecital-poster.19" role="button"
target="_blank">Direct Link</a>
<a class="btn btn-sm btn-poster" href="/files/posters/tourille-extraction-relations-temporelles-2016-poster.pdf" role="button"
target="_blank">Poster</a>
</div>
</div>
<div class="bib-entry">
<div class="bib-content">
<u>Julien Tourille</u>, Olivier Ferret, Aurélie Névéol, Xavier Tannier<br/>
<strong>LIMSI-COT at SemEval-2016 Task 12: Temporal relation identification using a pipeline of classifiers
</strong><br/>
In: <span class="italic bib-booktitle ">Proceedings of the 10th International Workshop on Semantic Evaluation</span>.
2016.
<br/>
<a class="btn btn-sm btn-url" href="https://aclanthology.org/S16-1175" role="button"
target="_blank">Direct Link</a>
<a class="btn btn-sm btn-poster" href="/files/posters/tourille-semeval-2016-poster.pdf" role="button"
target="_blank">Poster</a>
<a class="btn btn-sm btn-slides" href="/files/slides/tourille-semeval-2016-slides.pdf" role="button"
target="_blank">Slides</a>
</div>
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