Amira Barhoumi
Amira Barhoumi has 3 papers in our library, in 2018–2020, most of them on Sentiment & emotion, Semitic languages, Evaluation & benchmarks; often with Nathalie Camelin, Yannick Estève, Chafik Aloulou.
OpenAlex · h-index 4 · 12 works · 46 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 1 time in our library · ⭐ Paper Stars ranking: #11483
Affiliations
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 3 worksArts and Humanities · 3 worksComputer Science · 3 worksLanguage and Linguistics · 3 works
🧭 Topics 3Research subjects and languages the work is about.Semitic languages · 3 worksSentiment & emotion · 3 worksEvaluation & benchmarks · 1 work
Works by year
2020s
2010s
Papers
- Toward Qualitative Evaluation of Embeddings for Arabic Sentiment Analysis (2020 · 5 citations)
Arabic is agglutinative and morphologically rich: one surface word can carry several clitics, and missing diacritics hide meanings with different polarity. - Des représentations continues de mots pour l'analyse d'opinions en arabe: une étude qualitative (Word embeddings for Arabic sentiment analysis : a qualitative study) (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… - Plongements lexicaux spécifiques à la langue arabe : application à l'analyse d'opinions (Arabic-specific embedddings : application in Sentiment Analysis) (2019)
The paper asks whether Arabic sentiment classification improves when word embeddings respect the language's agglutinative, morphologically rich structure.
Co-authors here
Venues
- JEP-TALN-RECITAL (the French-speaking conferences on speech and natural language processing) ×2: JEP-TALN-RECITAL (the French-speaking conferences on speech and natural language processing) 2019, JEP-TALN-RECITAL (the French-speaking conferences on speech and natural language processing) 2018
- Language Resources and Evaluation Conference (LREC): LREC 2020
Cited by
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/amira-barhoumi/