--- title: "Marco Gori · University of Siena — author profile and papers" description: "Marco Gori, University of Siena: 5 papers on Elamur Research (2023–2026), h-index 48 — affiliations, topics, co-authors and who cites them…" canonical: "https://research.elamur.ai/free/en/authors/marco-gori/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/marco-gori/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Marco Gori # Marco Gori Marco Gori has 5 papers in our library, in 2023–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Semitic languages](https://md.research.elamur.ai/free/en/topics/semitic-languages/), [Dialogue systems](https://md.research.elamur.ai/free/en/topics/dialogue-systems/); often with [Kamyar Zeinalipour](https://md.research.elamur.ai/free/en/authors/kamyar-zeinalipour/), [Marco Maggini](https://md.research.elamur.ai/free/en/authors/marco-maggini/), [Cristiano Chesi](https://md.research.elamur.ai/free/en/authors/cristiano-chesi/). 5 papers in our library · 2023–2026 [OpenAlex](https://openalex.org/A5022658803) · [ORCID](https://orcid.org/0000-0001-6337-5430) · [Wikidata](https://www.wikidata.org/wiki/Q112403691) · [**h-index 48**](https://openalex.org/authors/A5022658803) · [678 works](https://openalex.org/works?filter=author.id:A5022658803) · [22,482 citations](https://openalex.org/works?filter=author.id:A5022658803&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 5 works in our library](https://md.research.elamur.ai/free/en/authors/marco-gori/#papers) · [🔗 Cited 13 times in our library](https://md.research.elamur.ai/free/en/authors/marco-gori/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #9658](https://md.research.elamur.ai/free/en/paper-stars/page/97/#star-9658) 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=Marco+Gori) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Marco+Gori) · [dblp](https://dblp.org/search?q=Marco+Gori) · [ACL Anthology](https://aclanthology.org/search/?q=Marco+Gori) ## Affiliations [🎓**University of Siena** Siena · Italy 1996–2026 · 375 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-siena/) · [🎓**University of Florence** Florence · Italy 1989–2026 · 46 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-florence/) · [🎓**Université Côte d'Azur** Nice · France 2019–2025 · 41 papers](https://md.research.elamur.ai/free/en/universities/universite-cote-d-azur/) · [🔬**Centre National de la Recherche Scientifique** Paris · France 2020–2025 · 20 papers](https://md.research.elamur.ai/free/en/labs/centre-national-de-la-recherche-scientifique/) · [🔬**Institut national de recherche en sciences et technologies du numérique** Le Chesnay-Rocquencourt · France 2020–2025 · 19 papers](https://md.research.elamur.ai/free/en/labs/institut-national-de-recherche-en-sciences-et-technologies-du-numerique/) · [🔬**MAASAI: Modèles et algorithmes pour l'intelligence artificielle** Sophia Antipolis · France 2020–2025 · 18 papers](https://ror.org/04fqa0d17) · [🔬**Laboratoire d'Informatique, Signaux et Systèmes de Sophia Antipolis** Valbonne · France 2021 · 2 papers](https://md.research.elamur.ai/free/en/labs/laboratoire-d-informatique-signaux-et-systemes-de-sophia-antipolis/) · [🎓**Universidade Federal do Rio Grande do Sul** Porto Alegre · Brazil 2019–2021 · 2 papers](https://md.research.elamur.ai/free/en/universities/universidade-federal-do-rio-grande-do-sul/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 6 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 8 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 5 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 5 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 5 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 5 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Information Systems · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Education · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/education/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 6 Research subjects and languages the work is about.[Semitic languages · 3 works](https://md.research.elamur.ai/free/en/topics/semitic-languages/) · [Language models & pretraining · 3 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Dialogue systems · 1 work](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Knowledge graphs & ontologies · 1 work](https://md.research.elamur.ai/free/en/topics/knowledge-graphs/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/marco-gori/year/2026/) · [**2025** 2 papers](https://md.research.elamur.ai/free/en/authors/marco-gori/year/2025/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/marco-gori/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[ArabIcros: AI-Powered Arabic Crossword Puzzle Generation for Educational Applications](https://md.research.elamur.ai/free/en/papers/zeinalipour-2023-arabicros-ai-powered-arabic-crossword/)** *(2023 · 7 citations)* The paper tackles the lack of tools and data for building Arabic crossword puzzles for teaching. Writing good Arabic clues takes wordplay skill, and no earlier system produced Arabic crosswords automatically. 2. **[From Arabic Text to Puzzles: LLM-Driven Development of Arabic Educational Crosswords](https://md.research.elamur.ai/free/en/papers/zeinalipour-2025-arabic-text-puzzles-llm-driven/)** *(2025 · 3 citations)* The paper addresses the lack of Arabic educational tools. It presents a system that turns any Arabic educational text into crossword material: answer keywords plus matching clues. The authors built Arabic-Clue-Instruct from Arabic Wikipedia. They took each article's opening section, used its bolded terms as candidate… 3. **[Enabling Structured Reasoning in Sindhi with Culturally Grounded Instruction Tuning](https://md.research.elamur.ai/free/en/papers/mehak-2026-enabling-structured-reasoning-sindhi-culturally/)** *(2026 · 1 citation)* Large language models handle reasoning poorly in Sindhi, an Indo-Aryan language with over 40 million speakers. 4. **[Shawarma Chats: A Benchmark Exact Dialogue & Evaluation Platter in Egyptian, Maghrebi & Modern Standard Arabic–-A Triple-Dialect Feast for Hungry Language Models](https://md.research.elamur.ai/free/en/papers/zeinalipour-2025-shawarma-chats-benchmark-exact-dialogue/)** *(2025 · 1 citation)* Arabic has no dialogue benchmark that ties conversations to a source text and also covers Modern Standard Arabic, Egyptian and Maghrebi varieties together. The authors build ShawarmaChats, a set of 30,000 six-turn, two-speaker dialogues derived from 10,000 Arabic Wikipedia paragraphs, with 10,000 dialogues per variety. 5. **[From Graph to Text and Back: Semantic Fidelity in Automated Industrial Knowledge Graphs](https://md.research.elamur.ai/free/en/papers/zeinalipour-2026-graph-text-back-semantic-fidelity/)** *(2026)* When LLMs turn knowledge-graph triples into prose, they can invent facts or drop relations. That is unacceptable in industrial settings, and checking every output by hand is too expensive. The authors propose a self-supervised round-trip loop to solve this. One LLM writes text from a set of triples, and a second LLM… ## All works 6 works of theirs in our library, the most cited first; 5 with a page here, the others link their original until we summarise them. 1. **[ArabIcros: AI-Powered Arabic Crossword Puzzle Generation for Educational Applications](https://md.research.elamur.ai/free/en/papers/zeinalipour-2023-arabicros-ai-powered-arabic-crossword/) [Arabic Natural Language Processing Conference (ArabicNLP)](https://md.research.elamur.ai/free/en/venues/arabicnlp/)**Kamyar Zeinalipour, Mohamed Saad, Marco Maggini, et al.*2023 · 7 citations* 2. **[The WebCrow French Crossword Solver ↗](https://arxiv.org/abs/2311.15626) arXiv:2311.15626 · no summary yet**Giovanni Angelini et al.*2023 · 4 citations* 3. **[From Arabic Text to Puzzles: LLM-Driven Development of Arabic Educational Crosswords](https://md.research.elamur.ai/free/en/papers/zeinalipour-2025-arabic-text-puzzles-llm-driven/) [Workshop on Language Models for Low-Resource Languages](https://md.research.elamur.ai/free/en/venues/loreslm/)**Kamyar Zeinalipour, Moahmmad Saad, Marco Maggini, et al.*2025 · 3 citations* 4. **[Enabling Structured Reasoning in Sindhi with Culturally Grounded Instruction Tuning](https://md.research.elamur.ai/free/en/papers/mehak-2026-enabling-structured-reasoning-sindhi-culturally/) [Workshop on Language Models for Low-Resource Languages](https://md.research.elamur.ai/free/en/venues/loreslm/)**Mehak Mehak, Kamyar Zeinalipour, Pireh Soomro, et al.*2026 · 1 citation* 5. **[Shawarma Chats: A Benchmark Exact Dialogue & Evaluation Platter in Egyptian, Maghrebi & Modern Standard Arabic–-A Triple-Dialect Feast for Hungry Language Models](https://md.research.elamur.ai/free/en/papers/zeinalipour-2025-shawarma-chats-benchmark-exact-dialogue/) [Arabic Natural Language Processing Conference (ArabicNLP)](https://md.research.elamur.ai/free/en/venues/arabicnlp/)**Kamyar Zeinalipour, Mohamed Zaky Saad, Oumaima Attafi, et al.*2025 · 1 citation* 6. **[From Graph to Text and Back: Semantic Fidelity in Automated Industrial Knowledge Graphs](https://md.research.elamur.ai/free/en/papers/zeinalipour-2026-graph-text-back-semantic-fidelity/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Kamyar Zeinalipour, Silvia Severini, Alessia Borghini, et al.*2026* ## Co-authors here 3 co-authors with a page, the most papers together first. - [Kamyar Zeinalipour](https://md.research.elamur.ai/free/en/authors/kamyar-zeinalipour/) ×5 - [Marco Maggini](https://md.research.elamur.ai/free/en/authors/marco-maggini/) ×5 - [Cristiano Chesi](https://md.research.elamur.ai/free/en/authors/cristiano-chesi/) ## 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/) ×2: [ArabicNLP 2025](https://md.research.elamur.ai/free/en/venues/arabicnlp/2025/), [ArabicNLP 2023](https://md.research.elamur.ai/free/en/venues/arabicnlp/2023/) - [Workshop on Language Models for Low-Resource Languages](https://md.research.elamur.ai/free/en/venues/loreslm/) ×2: [Workshop on Language Models for Low-Resource Languages 2026](https://md.research.elamur.ai/free/en/venues/loreslm/2026/), [Workshop on Language Models for Low-Resource Languages 2025](https://md.research.elamur.ai/free/en/venues/loreslm/2025/) - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/): [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) ## Cited by Papers of our library cite their works 13 times (of the 149,439 papers whose bibliographies we read); [1 citing paper with a page here →](https://md.research.elamur.ai/free/en/authors/marco-gori/cited-by/). Updated 31 October 2026