--- title: "Ismail Babaoğlu — author profile and papers — Elamur Research" description: "Ismail Babaoğlu, Konya Technical University: 4 papers on Elamur Research (2017–2019), h-index 15 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/ismail-babaoglu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/ismail-babaoglu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Ismail Babaoğlu # Ismail Babaoğlu Ismail Babaoğlu has 4 papers in our library, in 2017–2019, 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 [Hala Mulki](https://md.research.elamur.ai/free/en/authors/hala-mulki/), [Hatem Haddad](https://md.research.elamur.ai/free/en/authors/hatem-haddad/), [Mourad Gridach](https://md.research.elamur.ai/free/en/authors/mourad-gridach/). 4 papers in our library · 2017–2019 [OpenAlex](https://openalex.org/A5054777079) · [ORCID](https://orcid.org/0000-0002-2503-1482) · [**h-index 15**](https://openalex.org/authors/A5054777079) · [52 works](https://openalex.org/works?filter=author.id:A5054777079) · [973 citations](https://openalex.org/works?filter=author.id:A5054777079&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/ismail-babaoglu/#papers) · [🔗 Cited 17 times in our library](https://md.research.elamur.ai/free/en/authors/ismail-babaoglu/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #7635](https://md.research.elamur.ai/free/en/paper-stars/page/77/#star-7635) 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=Ismail+Babao%C4%9Flu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Ismail+Babao%C4%9Flu) · [dblp](https://dblp.org/search?q=Ismail+Babao%C4%9Flu) · [ACL Anthology](https://aclanthology.org/search/?q=Ismail+Babao%C4%9Flu) ## Affiliations [🎓**Konya Technical University** Karatay · Türkiye 2019–2026 · 15 papers*current*](https://md.research.elamur.ai/free/en/universities/konya-technical-university/) · [🎓**Selçuk University** Konya · Türkiye 2007–2019 · 26 papers](https://ror.org/045hgzm75) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## 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 · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Science · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 4 Research subjects and languages the work is about.[Semitic languages · 4 works](https://md.research.elamur.ai/free/en/topics/semitic-languages/) · [Sentiment & emotion · 4 works](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) · [Syntax & grammar formalisms · 1 work](https://md.research.elamur.ai/free/en/topics/syntax-grammar/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) 💡 Concepts 1 Key ideas and methods explained on our concept pages.[N-gram · 1 work](https://md.research.elamur.ai/free/en/concepts/n-gram/) ## Works by year ### 2010s [**2019** 2 papers](https://md.research.elamur.ai/free/en/authors/ismail-babaoglu/year/2019/) · [**2017** 2 papers](https://md.research.elamur.ai/free/en/authors/ismail-babaoglu/year/2017/) ## Papers The most cited first (OpenAlex and our library). 1. **[Tw-StAR at SemEval-2017 Task 4: Sentiment Classification of Arabic Tweets](https://md.research.elamur.ai/free/en/papers/mulki-2017-tw-star-semeval-2017-task/)** *(2017 · 25 citations)* The paper describes the Tw-StAR team's entry to SemEval-2017 subtask 4A-Arabic, which asks systems to label each Arabic tweet as positive, negative or neutral. 2. **[Syntax-Ignorant N-gram Embeddings for Sentiment Analysis of Arabic Dialects](https://md.research.elamur.ai/free/en/papers/mulki-2019-syntax-ignorant-n-gram-embeddings/)** *(2019 · 13 citations)* Arabic dialects vary in syntax and allow free word order. A sentiment classifier that relies on ordered, syntax-aware sentence composition, such as a CNN or RecNN, may therefore work well for one dialect and poorly for another. Mulki et al. address this with Tw-StAR, a shallow feed-forward network that learns n-gram… 3. **[Modern Trends in Arabic Sentiment Analysis: A Survey](https://md.research.elamur.ai/free/en/papers/mulki-2017-modern-trends-arabic-sentiment-analysis/)** *(2017 · 12 citations)* After the 2010 uprisings, Arabic opinion content on social media grew sharply, and demand for automatic opinion mining grew with it. 4. **[Empirical Evaluation of Leveraging Named Entities for Arabic Sentiment Analysis](https://md.research.elamur.ai/free/en/papers/mulki-2019-empirical-evaluation-leveraging-named-entities/)** *(2019 · 6 citations)* The paper asks whether named entities (people, places, organizations) can serve as sentiment signals in Arabic social-media sentiment analysis, rather than being ignored or stripped out. ## All works 5 works of theirs in our library, the most cited first; 4 with a page here, the others link their original until we summarise them. 1. **[Tw-StAR at SemEval-2018 Task 1: Preprocessing Impact on Multi-label Emotion Classification ↗](https://aclanthology.org/S18-1024/) Proceedings of the 12th International Workshop on Semantic Evaluation · no summary yet**Hala Mulki et al.*2018 · 43 citations* 2. **[Tw-StAR at SemEval-2017 Task 4: Sentiment Classification of Arabic Tweets](https://md.research.elamur.ai/free/en/papers/mulki-2017-tw-star-semeval-2017-task/) [International Workshop on Semantic Evaluation (SemEval)](https://md.research.elamur.ai/free/en/venues/semeval/)**Hala Mulki, Hatem Haddad, Mourad Gridach, et al.*2017 · 25 citations* 3. **[Syntax-Ignorant N-gram Embeddings for Sentiment Analysis of Arabic Dialects](https://md.research.elamur.ai/free/en/papers/mulki-2019-syntax-ignorant-n-gram-embeddings/) [Arabic Natural Language Processing Workshop (WANLP)](https://md.research.elamur.ai/free/en/venues/wanlp/)**Hala Mulki, Hatem Haddad, Mourad Gridach, et al.*2019 · 13 citations* 4. **[Modern Trends in Arabic Sentiment Analysis: A Survey](https://md.research.elamur.ai/free/en/papers/mulki-2017-modern-trends-arabic-sentiment-analysis/) [Traitement Automatique des Langues](https://md.research.elamur.ai/free/en/venues/tal/)**Hala Mulki, Hatem Haddad, Ismail Babaoğlu*2017 · 12 citations* 5. **[Empirical Evaluation of Leveraging Named Entities for Arabic Sentiment Analysis](https://md.research.elamur.ai/free/en/papers/mulki-2019-empirical-evaluation-leveraging-named-entities/) [The International Arab Journal of Information Technology](https://md.research.elamur.ai/free/en/venues/the-international-arab-journal-of-information-technology/)**Hala Mulki, Hatem Haddad, Mourad Gridach, et al.*2019 · 6 citations* ## Co-authors here 3 co-authors with a page, the most papers together first. - [Hala Mulki](https://md.research.elamur.ai/free/en/authors/hala-mulki/) ×4 - [Hatem Haddad](https://md.research.elamur.ai/free/en/authors/hatem-haddad/) ×4 - [Mourad Gridach](https://md.research.elamur.ai/free/en/authors/mourad-gridach/) ×3 ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [International Workshop on Semantic Evaluation (SemEval)](https://md.research.elamur.ai/free/en/venues/semeval/) ×2: [SemEval 2017](https://md.research.elamur.ai/free/en/venues/semeval/2017/) - [Traitement Automatique des Langues](https://md.research.elamur.ai/free/en/venues/tal/): [Traitement Automatique des Langues 2017](https://md.research.elamur.ai/free/en/venues/tal/2017/) - [The International Arab Journal of Information Technology](https://md.research.elamur.ai/free/en/venues/the-international-arab-journal-of-information-technology/): [The International Arab Journal of Information Technology 2019](https://md.research.elamur.ai/free/en/venues/the-international-arab-journal-of-information-technology/2019/) - [Arabic Natural Language Processing Workshop (WANLP)](https://md.research.elamur.ai/free/en/venues/wanlp/): [WANLP 2019](https://md.research.elamur.ai/free/en/venues/wanlp/2019/) ## Cited by Papers of our library cite their works 17 times (of the 149,439 papers whose bibliographies we read); [8 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/ismail-babaoglu/cited-by/). Updated 30 October 2026