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Arthur Amalvy

PhD student at Laboratoire Informatique d'Avignon (Avignon Computer Science Lab)
7
Documents
Current affiliations
  • 100376
Researcher identifiers
  • IdHAL aamalvy
  • Arxiv : amalvy_a_1
  • Google Scholar : yHOkn78AAAAJ

Presentation

I am currently a PhD Student at [Laboratoire Informatique d'Avignon](https://lia.univ-avignon.fr/) under the supervision of [Vincent Labatut](https://cv.hal.science/vlabatut) and [Richard Dufour](https://cv.hal.science/richard-dufour). My PhD is about character networks extraction in literary texts, and how character networks can effectly serve as representation for such texts. Extracting character networks includes a number of natural langage processing subtasks in which I'm interested: named entity recognition, coreference resolution, alias resolution, quote detection, speaker attribution... #### Online Identities - [Google Scholar](https://scholar.google.com/citations?user=yHOkn78AAAAJ&hl=fr&oi=ao) - [ORCID](https://orcid.org/0000-0003-4629-0923) - [Mastodon](https://fosstodon.org/@aethor) ### Education - **2021-now, Laboratoire Informatique d'Avignon:** PhD in Natural Language Processing - **2019-2020, National Central University, Taiwan :** Master of Computer Science and Information Engineering at the IISR laboratory. See my master thesis here: https://gitlab.com/Aethor/master-thesis - **2017-2020, Université de Technologie de Belfort-Montbéliard, France :** Engineer's Degree in Computer Science - **2015-2020, Université de Technologie de Belfort-Montbéliard, France :** DEUTEC ### Teaching #### 2023-2024 - Application of Innovation (Research Oriented), M2 - Basics of Programming level 2 (C++), L1 - Prototyping and User Interfaces (JavaFX), M1 #### 2022-2023 - Basics of Programming level 2 (C++), L1 - Prototyping and User Interfaces (JavaFX), M1 - Mobile Applications (Android, Kotlin), L3 #### 2021-2022 - Basics of Programming level 1 (C++), L1 - Internet Design (HTML/CSS), L1 ### Previous Industry Experience - **2020-2021, Prokov Editions, Nancy. Artificial Intelligence R&amp;D Engineer:** I worked one year at Prokov Editions, which develops softwares for general practitioners. During this year, I developed and integrated various AI features aimed at making the main software of the company, Médistory 4, being more easy to use. - **2018, Idemia, Cergy. Cloud Microservices Architect Intern:** I was an intern during 6 months at Idemia, where I prototyped a cloud portage of their MorphoKit biometrics library. ### Softwares - **[Renard](https://github.com/CompNet/Renard):** Renard (Relationships Extraction from NARrative Documents) is a modular Python library to extract static and dynamic character networks, made as part of my PhD. All of Renard's models are also available on [Huggingface](https://huggingface.co/compnet-renard). - **[Tibert](https://github.com/CompNet/Tibert):** A simple to use coreference resolution library, created to support Renard. - **[blink](https://gitlab.com/sharpattack/blink):** A Python library to work with RPLidar A2M8. - ... and a lot of other stuff! See my [Github](https://github.com/Aethor) and my [Gitlab](https://gitlab.com/Aethor). ### Other I also participate to the France robotics cup every year with my team! https://sharpattack.fr/en/ #### Contact Informations - Email : <arthur.amalvy@univ-avignon.fr>

Publications

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Learning to Rank Context for Named Entity Recognition Using a Synthetic Dataset

Arthur Amalvy , Vincent Labatut , Richard Dufour
Conference on Empirical Methods in Natural Language Processing (EMNLP), ACL, Dec 2023, Singapore, Singapore. pp.10372-10382
Conference papers hal-04237987v2
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The Role of Global and Local Context in Named Entity Recognition

Arthur Amalvy , Vincent Labatut , Richard Dufour
61st Annual Meeting of the Association for Computational Linguistics (ACL), Association for Computational Linguistics, Jul 2023, Toronto, Canada. pp.714-722, ⟨10.18653/v1/2023.acl-short.62⟩
Conference papers hal-04092431v2
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Data Augmentation for Robust Character Detection in Fantasy Novels

Arthur Amalvy , Vincent Labatut , Richard Dufour
Workshop on Computational Methods in the Humanities 2022, Jun 2022, Lausanne, Switzerland
Conference papers hal-03972448v1
Image document

BERT meets d'Artagnan: Data Augmentation for Robust Character Detection in Novels

Arthur Amalvy , Vincent Labatut , Richard Dufour
Workshop on Computational Methods in the Humanities (COMHUM), Jun 2022, Lausanne, Switzerland
Conference papers hal-03617722v2
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Remplacement de mentions pour l'adaptation d'un corpus de reconnaissance d'entités nommées à un domaine cible

Arthur Amalvy , Vincent Labatut , Richard Dufour
29ème Conférence sur le Traitement Automatique des Langues Naturelles (TALN), Jun 2022, Avignon, France. pp.198-205
Conference papers hal-03651510v3