--- title: "Matias Valdenegro-Toro — author profile and papers in our library" description: "Matias Valdenegro-Toro: 3 papers on Elamur Research (2025–2026) — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/matias-valdenegro-toro/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/matias-valdenegro-toro/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Matias Valdenegro-Toro # Matias Valdenegro-Toro Matias Valdenegro-Toro has 3 papers in our library, in 2025–2026, most of them on [Speech & spoken language](https://md.research.elamur.ai/free/en/topics/speech/), [Semitic languages](https://md.research.elamur.ai/free/en/topics/semitic-languages/); often with [Omer Tarik Ozyilmaz](https://md.research.elamur.ai/free/en/authors/omer-tarik-ozyilmaz/), [Badr M. Abdullah](https://md.research.elamur.ai/free/en/authors/badr-m-abdullah/), [Dietrich Klakow](https://md.research.elamur.ai/free/en/authors/dietrich-klakow/). 3 papers in our library · 2025–2026 No OpenAlex profile matched yet. [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/matias-valdenegro-toro/#papers) · [🔗 Cited 5 times in our library](https://md.research.elamur.ai/free/en/authors/matias-valdenegro-toro/cited-by/) · [⭐ Paper Stars ranking: #10498](https://md.research.elamur.ai/free/en/paper-stars/page/105/#star-10498) 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=Matias+Valdenegro-Toro) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Matias+Valdenegro-Toro) · [dblp](https://dblp.org/search?q=Matias+Valdenegro-Toro) · [ACL Anthology](https://aclanthology.org/search/?q=Matias+Valdenegro-Toro) ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 6 The field of science this work belongs to (OpenAlex fields).[Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Signal Processing · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/signal-processing/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 2 Research subjects and languages the work is about.[Semitic languages · 2 works](https://md.research.elamur.ai/free/en/topics/semitic-languages/) · [Speech & spoken language · 2 works](https://md.research.elamur.ai/free/en/topics/speech/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/matias-valdenegro-toro/year/2026/) · [**2025** 2 papers](https://md.research.elamur.ai/free/en/authors/matias-valdenegro-toro/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[Overcoming Data Scarcity in Multi-Dialectal Arabic ASR via Whisper Fine-Tuning](https://md.research.elamur.ai/free/en/papers/ozyilmaz-2025-overcoming-data-scarcity-multi-dialectal/)** *(2025 · 4 citations)* Commercial Arabic speech recognisers handle Modern Standard Arabic (MSA) reasonably well but perform poorly on the regional dialects people actually speak, and dialectal training data is scarce and unevenly distributed. 2. **[Saarland-Groningen at NADI 2025 Shared Task: Effective Dialectal Arabic Speech Processing under Data Constraints](https://md.research.elamur.ai/free/en/papers/abdullah-2025-saarland-groningen-nadi-2025-shared/)** *(2025 · 1 citation)* The paper describes the Saarland-Groningen team's entries (called BYZÖ) to NADI 2025, the shared task on speech in Arabic dialects. 3. **[Tricking Open-World Object Recognition Models: Uncertainty in Out-of-Distribution Detection](https://md.research.elamur.ai/free/en/papers/teillers-2026-tricking-open-world-object-recognition/)** *(2026)* Object detectors are usually benchmarked on whether they find objects that actually appear in an image. In deployment, however, a system rarely knows in advance whether a queried object is present. This paper probes that gap by giving three Open-World detectors (YOLO-World, Grounding DINO and GPT-4o) "impossible… ## Co-authors here 5 co-authors with a page, the most papers together first. - [Omer Tarik Ozyilmaz](https://md.research.elamur.ai/free/en/authors/omer-tarik-ozyilmaz/) ×2 - [Badr M. Abdullah](https://md.research.elamur.ai/free/en/authors/badr-m-abdullah/) - [Dietrich Klakow](https://md.research.elamur.ai/free/en/authors/dietrich-klakow/) - [Matt Coler](https://md.research.elamur.ai/free/en/authors/matt-coler/) - [Simon Ostermann](https://md.research.elamur.ai/free/en/authors/simon-ostermann/) ## 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 2025](https://md.research.elamur.ai/free/en/venues/arabicnlp/2025/) - [Interspeech](https://md.research.elamur.ai/free/en/venues/interspeech-usb/): [Interspeech 2025](https://md.research.elamur.ai/free/en/venues/interspeech-usb/2025/) - [Workshop on Towards Knowledgeable Foundation Models](https://md.research.elamur.ai/free/en/venues/knowfm/): [Workshop on Towards Knowledgeable Foundation Models 2026](https://md.research.elamur.ai/free/en/venues/knowfm/2026/) ## Cited by Papers of our library cite their works 5 times (of the 149,439 papers whose bibliographies we read); [4 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/matias-valdenegro-toro/cited-by/). Updated 1 November 2026