---
title: "Nathalie Camelin — author profile and papers in our library"
description: "Nathalie Camelin, Laboratoire Informatique d'Avignon: 3 papers on Elamur Research (2018–2020), h-index 13 — affiliations, topics…"
canonical: "https://research.elamur.ai/free/en/authors/nathalie-camelin/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/nathalie-camelin/)

[home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Nathalie Camelin

# Nathalie Camelin

Nathalie Camelin has 3 papers in our library, in 2018–2020, most of them on [Sentiment & emotion](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/), [Semitic languages](https://md.research.elamur.ai/free/en/topics/semitic-languages/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/); often with [Amira Barhoumi](https://md.research.elamur.ai/free/en/authors/amira-barhoumi/), [Yannick Estève](https://md.research.elamur.ai/free/en/authors/yannick-esteve/), [Chafik Aloulou](https://md.research.elamur.ai/free/en/authors/chafik-aloulou/).

3 papers in our library · 2018–2020

[OpenAlex](https://openalex.org/A5056103113) · [ORCID](https://orcid.org/0000-0001-6786-1372) · [**h-index 13**](https://openalex.org/authors/A5056103113) · [98 works](https://openalex.org/works?filter=author.id:A5056103113) · [564 citations](https://openalex.org/works?filter=author.id:A5056103113&sort=cited_by_count:desc) OpenAlex, 2026-10-14

[📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/nathalie-camelin/#papers) · [🔗 Cited 19 times in our library](https://md.research.elamur.ai/free/en/authors/nathalie-camelin/cited-by/) · [11 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #11498](https://md.research.elamur.ai/free/en/paper-stars/page/115/#star-11498)

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Nathalie+Camelin) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Nathalie+Camelin) · [dblp](https://dblp.org/search?q=Nathalie+Camelin) · [ACL Anthology](https://aclanthology.org/search/?q=Nathalie+Camelin)

## Affiliations

[🔬**Laboratoire Informatique d'Avignon** Avignon · France 2006–2026 · 19 papers*current*](https://md.research.elamur.ai/free/en/labs/laboratoire-informatique-d-avignon/) · [🔬**Laboratoire d’Informatique de l’Université du Mans** Le Mans · France 2005–2025 · 48 papers](https://md.research.elamur.ai/free/en/labs/laboratoire-d-informatique-de-l-universite-du-mans/) · [🎓**Le Mans Université** Le Mans · France 2009–2024 · 19 papersEmployment 2009–2024 · Maitre de conférence, Le Mans Université - LIUM](https://md.research.elamur.ai/free/en/universities/le-mans-universite/) · [🎓**Université d'Avignon et des Pays de Vaucluse** Avignon · France 2006–2024 · 4 papersEmployment since 2024 · Maitresse de Conférence, IUT Science des données](https://md.research.elamur.ai/free/en/universities/universite-d-avignon-et-des-pays-de-vaucluse/)

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 4 more institutions on single bylines are not listed.

## Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 4 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/)

🧭 Topics 3 Research subjects and languages the work is about.[Semitic languages · 3 works](https://md.research.elamur.ai/free/en/topics/semitic-languages/) · [Sentiment & emotion · 3 works](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/)

## Works by year

### 2020s

[**2020** 1 paper](https://md.research.elamur.ai/free/en/authors/nathalie-camelin/year/2020/)

### 2010s

[**2019** 1 paper](https://md.research.elamur.ai/free/en/authors/nathalie-camelin/year/2019/) · [**2018** 1 paper](https://md.research.elamur.ai/free/en/authors/nathalie-camelin/year/2018/)

## Papers

The most cited first (OpenAlex and our library).

1. **[Toward Qualitative Evaluation of Embeddings for Arabic Sentiment Analysis](https://md.research.elamur.ai/free/en/papers/barhoumi-2020-qualitative-evaluation-embeddings-arabic-sentiment/)** *(2020 · 5 citations)* Arabic is agglutinative and morphologically rich: one surface word can carry several clitics, and missing diacritics hide meanings with different polarity.
2. **[Des représentations continues de mots pour l'analyse d'opinions en arabe: une étude qualitative (Word embeddings for Arabic sentiment analysis : a qualitative study)](https://md.research.elamur.ai/free/en/papers/barhoumi-2018-des-representations-continues-de-mots/)** *(2018 · 2 citations)* The paper looks at polarity classification of Arabic book reviews with neural models. Arabic has few openly available sentiment resources, so the authors ask how far freely released word embeddings can take a system that has no expert lexicons. They build two classifiers: a Kim-style CNN with filter windows of 3, 5…
3. **[Plongements lexicaux spécifiques à la langue arabe : application à l'analyse d'opinions (Arabic-specific embedddings : application in Sentiment Analysis)](https://md.research.elamur.ai/free/en/papers/barhoumi-2019-plongements-lexicaux-specifiques-la-langue/)** *(2019)* The paper asks whether Arabic sentiment classification improves when word embeddings respect the language's agglutinative, morphologically rich structure.

## All works

14 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them.

1. **[The Spoken Language Understanding MEDIA Benchmark Dataset in the Era of Deep Learning: data updates, training and evaluation tools ↗](https://aclanthology.org/2022.lrec-1.171/) Proceedings of the Thirteenth Language Resources and Evaluation Conference · no summary yet**Gaëlle Laperrière et al.*2022 · 9 citations*
2. **[Are Embedding Spaces Interpretable? Results of an Intrusion Detection Evaluation on a Large French Corpus ↗](https://aclanthology.org/2022.lrec-1.469/) Proceedings of the Thirteenth Language Resources and Evaluation Conference · no summary yet**Thibault Prouteau et al.*2022 · 6 citations*
3. **[Toward Qualitative Evaluation of Embeddings for Arabic Sentiment Analysis](https://md.research.elamur.ai/free/en/papers/barhoumi-2020-qualitative-evaluation-embeddings-arabic-sentiment/) [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/)**Amira Barhoumi, Nathalie Camelin, Chafik Aloulou, et al.*2020 · 5 citations*
4. **[Qui de DrBERT, Wikipédia ou Flan-T5 s'y connaît le plus en questions médicales ? ↗](https://aclanthology.org/2023.jeptalnrecital-deft.1/) Actes de CORIA-TALN 2023. Actes du Défi Fouille de Textes@TALN2023 · no summary yet**Clément Besnard et al.*2023 · 2 citations*
5. **[Des représentations continues de mots pour l'analyse d'opinions en arabe: une étude qualitative (Word embeddings for Arabic sentiment analysis : a qualitative study)](https://md.research.elamur.ai/free/en/papers/barhoumi-2018-des-representations-continues-de-mots/) [JEP-TALN-RECITAL (the French-speaking conferences on speech and natural language processing)](https://md.research.elamur.ai/free/en/venues/jeptalnrecital/)**Amira Barhoumi, Nathalie Camelin, Yannick Estève*2018 · 2 citations*
6. **[Segmentation et Titrage Automatique de Journaux Télévisés ↗](https://aclanthology.org/2015.jeptalnrecital-court.33/) Actes de la 22e conférence sur le Traitement Automatique des Langues Naturelles. Articles courts · no summary yet**Abdessalam Bouchekif et al.*2015 · 2 citations*
7. **[Flan-T5 avec ou sans contexte, telle est la question à choix multiples ↗](https://aclanthology.org/2024.jeptalnrecital-deft.6/) Actes du Défi Fouille de Textes@TALN 2024 · no summary yet**Elias Okat et al.*2024 · 1 citation*
8. **[Robustesse et portabilités multilingue et multi-domaines des systèmes de compréhension de la parole : les corpus du projet PortMedia (Robustness and portability of spoken language understanding systems among languages and domains : the PORTMEDIA project) in French ↗](https://aclanthology.org/F12-1098/) Proceedings of the Joint Conference JEP-TALN-RECITAL 2012, volume 1: JEP · no summary yet**Fabrice Lefèvre et al.*2012 · 1 citation*
9. **[Annotation de résumés oraux d'élèves de primaire pour l'analyse automatique des capacités de compréhension de la lecture ↗](https://aclanthology.org/2025.jeptalnrecital-iaedu.2/) Actes de l'atelier Intelligence Artificielle générative et ÉDUcation : Enjeux, Défis et Perspectives de Recherche 2025 (IA-ÉDU) · no summary yet**Etienne Labbé et al.*2025*
10. **[Plongements lexicaux spécifiques à la langue arabe : application à l'analyse d'opinions (Arabic-specific embedddings : application in Sentiment Analysis)](https://md.research.elamur.ai/free/en/papers/barhoumi-2019-plongements-lexicaux-specifiques-la-langue/) [JEP-TALN-RECITAL (the French-speaking conferences on speech and natural language processing)](https://md.research.elamur.ai/free/en/venues/jeptalnrecital/)**Amira Barhoumi, Nathalie Camelin, Chafik Aloulou, et al.*2019*
11. **[Estimation de la qualité d'un système de reconnaissance de la parole pour une tâche de compréhension (Quality estimation of a Speech Recognition System for a Spoken Language Understanding task) ↗](https://aclanthology.org/2016.jeptalnrecital-jep.31/) Actes de la conférence conjointe JEP-TALN-RECITAL 2016. volume 1 : JEP · no summary yet**Olivier Galibert et al.*2016*
12. **[Utilisation des représentations continues des mots et des paramètres prosodiques pour la détection d'erreurs dans les transcriptions automatiques de la parole (Combining continuous word representation and prosodic features for ASR error detection) ↗](https://aclanthology.org/2016.jeptalnrecital-jep.81/) Actes de la conférence conjointe JEP-TALN-RECITAL 2016. volume 1 : JEP · no summary yet**Sahar Ghannay et al.*2016*
13. **[Des Réseaux de Neurones avec Mécanisme d'Attention pour la Compréhension de la Parole (Exploring the use of Attention-Based Recurrent Neural Networks For Spoken Language Understanding ) ↗](https://aclanthology.org/2016.jeptalnrecital-jep.72/) Actes de la conférence conjointe JEP-TALN-RECITAL 2016. volume 1 : JEP · no summary yet**Edwin Simonnet et al.*2016*
14. **[Analyse automatique de sondages téléphoniques d'opinion ↗](https://aclanthology.org/2007.jeptalnrecital-poster.6/) Actes de la 14ème conférence sur le Traitement Automatique des Langues Naturelles. Posters · no summary yet**Nathalie Camelin et al.*2007*

## Co-authors here

4 co-authors with a page, the most papers together first.

- [Amira Barhoumi](https://md.research.elamur.ai/free/en/authors/amira-barhoumi/) ×3
- [Yannick Estève](https://md.research.elamur.ai/free/en/authors/yannick-esteve/) ×3
- [Chafik Aloulou](https://md.research.elamur.ai/free/en/authors/chafik-aloulou/) ×2
- [Lamia Hadrich Belguith](https://md.research.elamur.ai/free/en/authors/lamia-hadrich-belguith/) ×2

## Venues

Where their works here were published, the most works first, with the editions of those that have a page.

- [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/) ×3: [LREC 2020](https://md.research.elamur.ai/free/en/venues/lrec/2020/)
- Actes de la conférence conjointe JEP-TALN-RECITAL 2016. volume 1 : JEP ×3
- [JEP-TALN-RECITAL (the French-speaking conferences on speech and natural language processing)](https://md.research.elamur.ai/free/en/venues/jeptalnrecital/) ×2: [JEP-TALN-RECITAL (the French-speaking conferences on speech and natural language processing) 2019](https://md.research.elamur.ai/free/en/venues/jeptalnrecital/2019/), [JEP-TALN-RECITAL (the French-speaking conferences on speech and natural language processing) 2018](https://md.research.elamur.ai/free/en/venues/jeptalnrecital/2018/)
- Actes de CORIA-TALN 2023. Actes du Défi Fouille de Textes@TALN2023
- Actes de l'atelier Intelligence Artificielle générative et ÉDUcation : Enjeux, Défis et Perspectives de Recherche 2025 (IA-ÉDU)
- Actes de la 14ème conférence sur le Traitement Automatique des Langues Naturelles. Posters
- Actes de la 22e conférence sur le Traitement Automatique des Langues Naturelles. Articles courts
- Actes du Défi Fouille de Textes@TALN 2024
- Proceedings of the Joint Conference JEP-TALN-RECITAL 2012, volume 1: JEP

## Cited by

Papers of our library cite their works 19 times (of the 149,439 papers whose bibliographies we read); [4 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/nathalie-camelin/cited-by/).

Updated 2 November 2026