--- title: "Manoel Horta Ribeiro — author profile and papers in our library" description: "Manoel Horta Ribeiro, Princeton University: 2 papers on Elamur Research (2023–2024), h-index 20 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/manoel-horta-ribeiro/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/manoel-horta-ribeiro/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Manoel Horta Ribeiro # Manoel Horta Ribeiro Manoel Horta Ribeiro has 2 papers in our library, in 2023–2024, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Robert West](https://md.research.elamur.ai/free/en/authors/robert-west/), [Veniamin Veselovsky](https://md.research.elamur.ai/free/en/authors/veniamin-veselovsky/). 2 papers in our library · 2023–2024 [OpenAlex](https://openalex.org/A5011195481) · [ORCID](https://orcid.org/0000-0002-6159-9657) · [Wikidata](https://www.wikidata.org/wiki/Q131127946) · [**h-index 20**](https://openalex.org/authors/A5011195481) · [88 works](https://openalex.org/works?filter=author.id:A5011195481) · [2,103 citations](https://openalex.org/works?filter=author.id:A5011195481&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/manoel-horta-ribeiro/#papers) · [🔗 Cited 74 times in our library](https://md.research.elamur.ai/free/en/authors/manoel-horta-ribeiro/cited-by/) · [⭐ Paper Stars ranking: #7342](https://md.research.elamur.ai/free/en/paper-stars/page/74/#star-7342) 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=Manoel+Horta+Ribeiro) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Manoel+Horta+Ribeiro) · [dblp](https://dblp.org/search?q=Manoel+Horta+Ribeiro) · [ACL Anthology](https://aclanthology.org/search/?q=Manoel+Horta+Ribeiro) ## Affiliations [🎓**Princeton University** Princeton · United States 2025–2026 · 16 papers*current*](https://md.research.elamur.ai/free/en/universities/princeton-university/) · [🎓**École Polytechnique Fédérale de Lausanne** Lausanne · Switzerland 2020–2025 · 39 papers](https://md.research.elamur.ai/free/en/universities/ecole-polytechnique-federale-de-lausanne/) · [🎓**Universidade Federal de Minas Gerais** Belo Horizonte · Brazil 2016–2022 · 16 papers](https://md.research.elamur.ai/free/en/universities/universidade-federal-de-minas-gerais/) · [🏥**Hospital das Clínicas da Universidade Federal de Minas Gerais** Belo Horizonte · Brazil 2019–2020 · 2 papers](https://ror.org/035rpst33) 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 10 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Social Sciences · 2 works](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Safety Research · 2 works](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/) · [Computer Science · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Computer Science Applications · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-science-applications/) · [General Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/general-social-sciences/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Decision Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/) · [History and Philosophy of Science · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/history-and-philosophy-of-science/) · [Information Systems and Management · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/information-systems-and-management/) 🧭 Topics 1 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) 💡 Concepts 1 Key ideas and methods explained on our concept pages.[Artificial intelligence · 1 work](https://md.research.elamur.ai/free/en/concepts/artificial-intelligence/) ## Works by year ### 2020s [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/manoel-horta-ribeiro/year/2024/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/manoel-horta-ribeiro/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[Artificial Artificial Artificial Intelligence: Crowd Workers Widely Use Large Language Models for Text Production Tasks](https://md.research.elamur.ai/free/en/papers/veselovsky-2023-artificial-artificial-artificial-intelligence-crowd/)** *(2023 · 127 citations)* Crowdsourcing platforms are a cheap, standard source of human annotations. Researchers increasingly use them to collect gold-standard data for checking LLM outputs. This paper asks whether that data is still produced by people, since workers paid per task have a financial reason to hand the job to ChatGPT. On Amazon… 2. **[The AI Review Lottery: Widespread AI-Assisted Peer Reviews Boost Paper Scores and Acceptance Rates](https://md.research.elamur.ai/free/en/papers/latona-2024-ai-review-lottery-widespread/)** *(2024 · 29 citations)* Large language models may now be helping reviewers write their peer reviews, and many fear this could distort scientific evaluation. ## Co-authors here 2 co-authors with a page, the most papers together first. - [Robert West](https://md.research.elamur.ai/free/en/authors/robert-west/) ×2 - [Veniamin Veselovsky](https://md.research.elamur.ai/free/en/authors/veniamin-veselovsky/) ×2 ## Cited by Papers of our library cite their works 74 times (of the 149,439 papers whose bibliographies we read); [22 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/manoel-horta-ribeiro/cited-by/). Updated 4 November 2026