--- title: "Attia Nehar — author profile and papers" description: "Attia Nehar, Ziane Achour University of Djelfa: 3 papers on Elamur Research (2023–2025), h-index 4 — affiliations, topics, co-authors and who cites them…" canonical: "https://research.elamur.ai/free/en/authors/attia-nehar/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/attia-nehar/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Attia Nehar # Attia Nehar Attia Nehar has 3 papers in our library, in 2023–2025, most of them on [Semitic languages](https://md.research.elamur.ai/free/en/topics/semitic-languages/), [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Slimane Bellaouar](https://md.research.elamur.ai/free/en/authors/slimane-bellaouar/), [Abdelhamid Haouhat](https://md.research.elamur.ai/free/en/authors/abdelhamid-haouhat/), [Hadda Cherroun](https://md.research.elamur.ai/free/en/authors/hadda-cherroun/). 3 papers in our library · 2023–2025 [OpenAlex](https://openalex.org/A5049252422) · [ORCID](https://orcid.org/0000-0002-3245-6913) · [**h-index 4**](https://openalex.org/authors/A5049252422) · [24 works](https://openalex.org/works?filter=author.id:A5049252422) · [64 citations](https://openalex.org/works?filter=author.id:A5049252422&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/attia-nehar/#papers) · [🔗 12 citations in our library](https://md.research.elamur.ai/free/en/authors/attia-nehar/cited-by/) · [3 more in our library without a page yet](#also) · [⭐ Paper Star rank #4709](https://md.research.elamur.ai/free/en/paper-stars/page/48/#star-4709) 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=Attia+Nehar) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Attia+Nehar) · [dblp](https://dblp.org/search?q=Attia+Nehar) · [ACL Anthology](https://aclanthology.org/search/?q=Attia+Nehar) ## Affiliations [🎓**Ziane Achour University of Djelfa** Djelfa · Algeria 2012–2026 · 16 papers*current*](https://md.research.elamur.ai/free/en/universities/ziane-achour-university-of-djelfa/) · [🎓**Amar Telidji University of Laghouat** Laghouat · Algeria 2009–2026 · 9 papers*current*](https://md.research.elamur.ai/free/en/universities/amar-telidji-university-of-laghouat/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed. ## Topics [Semitic languages (3)](https://md.research.elamur.ai/free/en/topics/semitic-languages/) · [Vision & language (2)](https://md.research.elamur.ai/free/en/topics/multimodal/) · [Language models & pretraining (1)](https://md.research.elamur.ai/free/en/topics/language-models/) · [Sentiment & emotion (1)](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) ## Works by year ### 2020s [**2025** 2 papers](https://md.research.elamur.ai/free/en/authors/attia-nehar/year/2025/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/papers/haouhat-2023-towards-arabic-multimodal-dataset-sentiment/) ## Papers The most cited first (OpenAlex and our library). 1. **[Towards Arabic Multimodal Dataset for Sentiment Analysis](https://md.research.elamur.ai/free/en/papers/haouhat-2023-towards-arabic-multimodal-dataset-sentiment/)** *(2023 · 13 citations)* Arabic multimodal sentiment analysis (MSA) lags well behind work on English and other Western languages. The main obstacle is the lack of standard datasets that combine text, audio and video. The authors address this in two steps. First, they build a construction pipeline for an Arabic multimodal sentiment dataset.… 2. **[Arabic Multimodal Machine Learning: Datasets, Applications, Approaches, and Challenges](https://md.research.elamur.ai/free/en/papers/haouhat-2025-arabic-multimodal-machine-learning-datasets/)** *(2025 · 3 citations)* This survey maps Arabic Multimodal Machine Learning (MML): systems that combine text, speech, images and video for tasks such as sentiment analysis, emotion recognition, retrieval and speech recognition. 3. **[Dhati+: Fine-tuned Large Language Models for Arabic Subjectivity Evaluation](https://md.research.elamur.ai/free/en/papers/bellaouar-2025-dhati-fine-tuned-large-language/)** *(2025)* Arabic has few large annotated corpora for deciding whether a text states facts or expresses opinion. This paper extends the authors' earlier Dhati tool for Arabic subjectivity analysis. The original tweet corpus ASTD was combined with outside collections: LABR (book reviews), HARD (hotel reviews) and SANAD (news… ## Also in our library 3 more works of theirs are in our library without a page here yet; they will appear as we publish them. ## Co-authors here 4 co-authors with a page, the most papers together first. - [Slimane Bellaouar](https://md.research.elamur.ai/free/en/authors/slimane-bellaouar/) ×3 - [Abdelhamid Haouhat](https://md.research.elamur.ai/free/en/authors/abdelhamid-haouhat/) ×2 - [Hadda Cherroun](https://md.research.elamur.ai/free/en/authors/hadda-cherroun/) ×2 - [Ahmed Abdelali](https://md.research.elamur.ai/free/en/authors/ahmed-abdelali/) ## Cited by Papers of our library cite their works 12 times (of the 140,884 papers whose bibliographies we read); [3 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/attia-nehar/cited-by/).