--- title: "Ilia Markov — author profile and papers · Sentiment & emotion" description: "Ilia Markov, Vrije Universiteit Amsterdam: 3 papers on Elamur Research (2020–2026), h-index 15 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/ilia-markov/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/ilia-markov/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Ilia Markov # Ilia Markov Ilia Markov has 3 papers in our library, in 2020–2026, most of them on [Sentiment & emotion](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Semitic languages](https://md.research.elamur.ai/free/en/topics/semitic-languages/); often with [Ehsan Lotfi](https://md.research.elamur.ai/free/en/authors/ehsan-lotfi/), [Piek Vossen](https://md.research.elamur.ai/free/en/authors/piek-vossen/), [Walter Daelemans](https://md.research.elamur.ai/free/en/authors/walter-daelemans/). 3 papers in our library · 2020–2026 [OpenAlex](https://openalex.org/A5051243807) · [ORCID](https://orcid.org/0000-0001-9533-748X) · [Wikidata](https://www.wikidata.org/wiki/Q88653338) · [**h-index 15**](https://openalex.org/authors/A5051243807) · [87 works](https://openalex.org/works?filter=author.id:A5051243807) · [657 citations](https://openalex.org/works?filter=author.id:A5051243807&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/ilia-markov/#papers) · [🔗 Cited 39 times in our library](https://md.research.elamur.ai/free/en/authors/ilia-markov/cited-by/) · [3 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #7558](https://md.research.elamur.ai/free/en/paper-stars/page/76/#star-7558) 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=Ilia+Markov) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Ilia+Markov) · [dblp](https://dblp.org/search?q=Ilia+Markov) · [ACL Anthology](https://aclanthology.org/search/?q=Ilia+Markov) ## Affiliations [🎓**Vrije Universiteit Amsterdam** Amsterdam · Netherlands 2020–2026 · 17 papersEmployment*current*](https://md.research.elamur.ai/free/en/universities/vrije-universiteit-amsterdam/) · [🎓**Instituto Politécnico Nacional** Mexico City · Mexico 2014–2019 · 16 papers](https://md.research.elamur.ai/free/en/universities/instituto-politecnico-nacional/) · [🎓**Institute of Science and Technology Austria** Klosterneuburg · Austria 2021–2024 · 10 papers](https://md.research.elamur.ai/free/en/universities/institute-of-science-and-technology-austria/) · [🎓**University of Antwerp** Antwerp · Belgium 2019–2021 · 9 papers](https://md.research.elamur.ai/free/en/universities/university-of-antwerp/) · [🔬**Institut national de recherche en sciences et technologies du numérique** Le Chesnay-Rocquencourt · France 2018–2019 · 4 papers](https://md.research.elamur.ai/free/en/labs/institut-national-de-recherche-en-sciences-et-technologies-du-numerique/) · [🎓**University of Algarve** Faro · Portugal 2014 · 3 papers](https://ror.org/014g34x36) · [🔬**Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento** Lisbon · Portugal 2014 · 2 papers](https://md.research.elamur.ai/free/en/labs/instituto-de-engenharia-de-sistemas-e-computadores-investigacao-e/) 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 9 The field of science this work belongs to (OpenAlex fields).[Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Sociology and Political Science · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/sociology-and-political-science/) · [Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/) · [Social Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/social-psychology/) 🧭 Topics 5 Research subjects and languages the work is about.[Sentiment & emotion · 1 work](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) · [Semitic languages · 1 work](https://md.research.elamur.ai/free/en/topics/semitic-languages/) · [Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) · [Bias, fairness & safety · 1 work](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/ilia-markov/year/2026/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/ilia-markov/year/2024/) · [**2020** 1 paper](https://md.research.elamur.ai/free/en/authors/ilia-markov/year/2020/) ## Papers The most cited first (OpenAlex and our library). 1. **[Sarcasm Detection Using an Ensemble Approach](https://md.research.elamur.ai/free/en/papers/lemmens-2020-sarcasm-detection-ensemble-approach/)** *(2020 · 56 citations)* This paper addresses sarcasm classification of social-media replies. The task was a shared task at the Second Workshop on Figurative Language Processing (ACL 2020), where each reply comes with the earlier turns of its conversation. The organizers supplied balanced, automatically labelled data: 5,000 tweets and 4,400… 2. **[CLTL at ArAIEval Shared Task: Multimodal Propagandistic Memes Classification Using Transformer Models](https://md.research.elamur.ai/free/en/papers/wang-2024-cltl-araieval-shared-task-multimodal/)** *(2024 · 3 citations)* This paper describes the CLTL team's entry to the ArAIEval 2024 shared task, which asked whether Arabic memes are propagandistic. 3. **[A Position Paper on Toxic Reasoning: Grounding Categories of Toxic Language in Implications and Attitudes](https://md.research.elamur.ai/free/en/papers/schouten-2026-position-paper-toxic-reasoning-grounding/)** *(2026)* This position paper examines how categories of toxic language (hate speech, abuse, offensive content) are defined in detection research, focusing on implicit toxicity and explainability. ## All works 6 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. **[Sarcasm Detection Using an Ensemble Approach](https://md.research.elamur.ai/free/en/papers/lemmens-2020-sarcasm-detection-ensemble-approach/) [Workshop on Figurative Language Processing](https://md.research.elamur.ai/free/en/venues/figlang/)**Jens Lemmens, Ben Burtenshaw, Ehsan Lotfi, et al.*2020 · 56 citations* 2. **[Improving Hate Speech Type and Target Detection with Hateful Metaphor Features ↗](https://aclanthology.org/2021.nlp4if-1.2/) Proceedings of the Fourth Workshop on NLP for Internet Freedom: Censorship, Disinformation, and Propaganda · no summary yet**Jens Lemmens, Ilia Markov, Walter Daelemans*2021 · 36 citations* 3. **[The LiLaH Emotion Lexicon of Croatian, Dutch and Slovene ↗](https://aclanthology.org/2020.peoples-1.15/) Proceedings of the Third Workshop on Computational Modeling of People's Opinions, Personality, and Emotion's in Social Media · no summary yet**Nikola Ljubešić et al.*2020 · 23 citations* 4. **[The Role of Context in Detecting the Target of Hate Speech ↗](https://aclanthology.org/2022.trac-1.5/) Proceedings of the Third Workshop on Threat, Aggression and Cyberbullying (TRAC 2022) · no summary yet**Ilia Markov, Walter Daelemans*2022 · 5 citations* 5. **[CLTL at ArAIEval Shared Task: Multimodal Propagandistic Memes Classification Using Transformer Models](https://md.research.elamur.ai/free/en/papers/wang-2024-cltl-araieval-shared-task-multimodal/) [Arabic Natural Language Processing Conference (ArabicNLP)](https://md.research.elamur.ai/free/en/venues/arabicnlp/)**Yeshan Wang, Ilia Markov*2024 · 3 citations* 6. **[A Position Paper on Toxic Reasoning: Grounding Categories of Toxic Language in Implications and Attitudes](https://md.research.elamur.ai/free/en/papers/schouten-2026-position-paper-toxic-reasoning-grounding/) [Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis](https://md.research.elamur.ai/free/en/venues/wassa/)**Stefan F. Schouten, Ilia Markov, Piek Vossen*2026* ## Co-authors here 3 co-authors with a page, the most papers together first. - [Ehsan Lotfi](https://md.research.elamur.ai/free/en/authors/ehsan-lotfi/) - [Piek Vossen](https://md.research.elamur.ai/free/en/authors/piek-vossen/) - [Walter Daelemans](https://md.research.elamur.ai/free/en/authors/walter-daelemans/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Arabic Natural Language Processing Conference (ArabicNLP)](https://md.research.elamur.ai/free/en/venues/arabicnlp/): [ArabicNLP 2024](https://md.research.elamur.ai/free/en/venues/arabicnlp/2024/) - [Workshop on Figurative Language Processing](https://md.research.elamur.ai/free/en/venues/figlang/): [Workshop on Figurative Language Processing 2020](https://md.research.elamur.ai/free/en/venues/figlang/2020/) - [Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis](https://md.research.elamur.ai/free/en/venues/wassa/): [Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis 2026](https://md.research.elamur.ai/free/en/venues/wassa/2026/) - Proceedings of the Fourth Workshop on NLP for Internet Freedom: Censorship, Disinformation, and Propaganda - Proceedings of the Third Workshop on Computational Modeling of People's Opinions, Personality, and Emotion's in Social Media - Proceedings of the Third Workshop on Threat, Aggression and Cyberbullying (TRAC 2022) ## Cited by Papers of our library cite their works 39 times (of the 149,439 papers whose bibliographies we read); [9 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/ilia-markov/cited-by/). Updated 1 November 2026