--- title: "Manel Zarrouk — author profile and papers — Elamur Research" description: "Manel Zarrouk, Centre National de la Recherche Scientifique: 2 papers on Elamur Research (2018–2020), h-index 10 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/manel-zarrouk/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/manel-zarrouk/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Manel Zarrouk # Manel Zarrouk Manel Zarrouk has 2 papers in our library, in 2018–2020, most of them on [English](https://md.research.elamur.ai/free/en/topics/english/), [Sentiment & emotion](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/); often with [Annanda Sousa](https://md.research.elamur.ai/free/en/authors/annanda-sousa/), [Thomas Gaillat](https://md.research.elamur.ai/free/en/authors/thomas-gaillat/), [Andrew Simpkin](https://md.research.elamur.ai/free/en/authors/andrew-simpkin/). 2 papers in our library · 2018–2020 [OpenAlex](https://openalex.org/A5018787153) · [ORCID](https://orcid.org/0000-0002-8160-5671) · [**h-index 10**](https://openalex.org/authors/A5018787153) · [56 works](https://openalex.org/works?filter=author.id:A5018787153) · [552 citations](https://openalex.org/works?filter=author.id:A5018787153&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/manel-zarrouk/#papers) · [🔗 Cited 69 times in our library](https://md.research.elamur.ai/free/en/authors/manel-zarrouk/cited-by/) · [4 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #11408](https://md.research.elamur.ai/free/en/paper-stars/page/115/#star-11408) 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=Manel+Zarrouk) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Manel+Zarrouk) · [dblp](https://dblp.org/search?q=Manel+Zarrouk) · [ACL Anthology](https://aclanthology.org/search/?q=Manel+Zarrouk) ## Affiliations [🔬**Laboratoire d'Informatique de Paris-Nord** Villetaneuse · France 2020–2024 · 4 papers*current*](https://md.research.elamur.ai/free/en/labs/laboratoire-d-informatique-de-paris-nord/) · [🔬**Centre National de la Recherche Scientifique** Paris · France 2024 · 1 paper*current*](https://md.research.elamur.ai/free/en/labs/centre-national-de-la-recherche-scientifique/) · [🎓**Ollscoil na Gaillimhe – University of Galway** Galway · Ireland 2016–2021 · 14 papers](https://md.research.elamur.ai/free/en/universities/ollscoil-na-gaillimhe-university-of-galway/) · [🔬**Laboratoire d'Informatique, de Robotique et de Microélectronique de Montpellier** Montpellier · France 2013–2019 · 11 papers](https://md.research.elamur.ai/free/en/labs/laboratoire-d-informatique-de-robotique-et-de-microelectronique-de-montpellier/) · [🎓**Université Sorbonne Paris Nord** Villetaneuse · France 2020–2023 · 7 papers](https://md.research.elamur.ai/free/en/universities/universite-sorbonne-paris-nord/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 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 10 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Decision Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/) · [Economics, Econometrics and Finance · 1 work](https://md.research.elamur.ai/free/en/shelves/economics-econometrics-and-finance/) · [Finance · 1 work](https://md.research.elamur.ai/free/en/shelves/economics-econometrics-and-finance/finance/) · [Management Science and Operations Research · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/management-science-and-operations-research/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Developmental and Educational Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/developmental-and-educational-psychology/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/) 🧭 Topics 2 Research subjects and languages the work is about.[English · 2 works](https://md.research.elamur.ai/free/en/topics/english/) · [Sentiment & emotion · 1 work](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) ## Works by year ### 2020s [**2020** 1 paper](https://md.research.elamur.ai/free/en/authors/manel-zarrouk/year/2020/) ### 2010s [**2018** 1 paper](https://md.research.elamur.ai/free/en/authors/manel-zarrouk/year/2018/) ## Papers The most cited first (OpenAlex and our library). 1. **[FinSentiA: Sentiment Analysis in English Financial Microblogs](https://md.research.elamur.ai/free/en/papers/gaillat-2018-finsentia-sentiment-analysis-english-financial/)** *(2018 · 8 citations)* The paper targets investor sentiment in English financial microblogs, a domain where most prior work assigned labels to whole sentences or documents, or scored only text spans that had already been isolated by hand. 2. **[Un prototype en ligne pour la prédiction du niveau de compétence en anglais des productions écrites (A prototype for web-based prediction of English proficiency levels in writings)](https://md.research.elamur.ai/free/en/papers/gaillat-2020-un-prototype-en-ligne-pour/)** *(2020)* This demonstration paper presents a proof-of-concept tool that automatically places English learners' essays on CEFR proficiency levels. ## All works 6 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. **[SemEval-2017 Task 5: Fine-Grained Sentiment Analysis on Financial Microblogs and News ↗](https://aclanthology.org/S17-2089/) Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval-2017) · no summary yet**Keith Cortis et al.*2017 · 214 citations* 2. **[The SSIX Corpora: Three Gold Standard Corpora for Sentiment Analysis in English, Spanish and German Financial Microblogs ↗](https://aclanthology.org/L18-1423/) Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018) · no summary yet**Thomas Gaillat et al.*2018 · 19 citations* 3. **[FinSentiA: Sentiment Analysis in English Financial Microblogs](https://md.research.elamur.ai/free/en/papers/gaillat-2018-finsentia-sentiment-analysis-english-financial/) [JEP-TALN-RECITAL (the French-speaking conferences on speech and natural language processing)](https://md.research.elamur.ai/free/en/venues/jeptalnrecital/)**Thomas Gaillat, Annanda Sousa, Manel Zarrouk, et al.*2018 · 8 citations* 4. **[Un prototype en ligne pour la prédiction du niveau de compétence en anglais des productions écrites (A prototype for web-based prediction of English proficiency levels in writings)](https://md.research.elamur.ai/free/en/papers/gaillat-2020-un-prototype-en-ligne-pour/) [JEP-TALN-RECITAL (the French-speaking conferences on speech and natural language processing)](https://md.research.elamur.ai/free/en/venues/jeptalnrecital/)**Thomas Gaillat, Nicolas Ballier, Annanda Sousa, et al.*2020* 5. **[Annotations and inference of relations in a lexical semantic network : Applied to radiology (Annotations et inférences de relations dans un réseau lexico-sémantique: application à la radiologie) in French ↗](https://aclanthology.org/F14-1010/) Proceedings of TALN 2014 (Volume 1: Long Papers) · no summary yet**Lionel Ramadier et al.*2014* 6. **[Inductive and deductive inferences in a Crowdsourced Lexical-Semantic Network (Inférences déductives et réconciliation dans un réseau lexico-sémantique) in French ↗](https://aclanthology.org/F13-1025/) Proceedings of TALN 2013 (Volume 1: Long Papers) · no summary yet**Manel Zarrouk, Mathieu Lafourcade, Alain Joubert*2013* ## Co-authors here 6 co-authors with a page, the most papers together first. - [Annanda Sousa](https://md.research.elamur.ai/free/en/authors/annanda-sousa/) ×2 - [Thomas Gaillat](https://md.research.elamur.ai/free/en/authors/thomas-gaillat/) ×2 - [Andrew Simpkin](https://md.research.elamur.ai/free/en/authors/andrew-simpkin/) - [Bernardo Stearns](https://md.research.elamur.ai/free/en/authors/bernardo-stearns/) - [Brian Davis](https://md.research.elamur.ai/free/en/authors/brian-davis/) - [Nicolas Ballier](https://md.research.elamur.ai/free/en/authors/nicolas-ballier/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [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) 2020](https://md.research.elamur.ai/free/en/venues/jeptalnrecital/2020/), [JEP-TALN-RECITAL (the French-speaking conferences on speech and natural language processing) 2018](https://md.research.elamur.ai/free/en/venues/jeptalnrecital/2018/) - Proceedings of TALN 2014 (Volume 1: Long Papers) ×2 - Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval-2017) - Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018) ## Cited by Papers of our library cite their works 69 times (of the 149,439 papers whose bibliographies we read); [7 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/manel-zarrouk/cited-by/). Updated 2 November 2026